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"evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 20, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 20, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "a532937e703c59d33728cb11", "answer_id": "1", "answer_text": "Perform a task previously done by an employee", "response_variant": "answer", "scope_id": "SUP_2", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "10.1%", "value": 10.1, "value_status": "NUMERIC", "se_raw": "0.15%", "standard_error": 0.15, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "3", "question_text": "In the last six months, did this business use Artificial Intelligence (AI) to do any of the following?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence in any business function.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 21, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 21, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "a532937e703c59d33728cb11", "answer_id": "2", "answer_text": "Supplement or enhance a task performed by an employee", "response_variant": "answer", "scope_id": "SUP_2", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "43.7%", "value": 43.7, "value_status": "NUMERIC", "se_raw": "0.15%", "standard_error": 0.15, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "3", "question_text": "In the last six months, did this business use Artificial Intelligence (AI) to do any of the following?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence in any business function.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 22, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 22, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "a532937e703c59d33728cb11", "answer_id": "3", "answer_text": "Introduce a new task not previously done by an employee", "response_variant": "answer", "scope_id": "SUP_2", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "10.6%", "value": 10.6, "value_status": "NUMERIC", "se_raw": "0.22%", "standard_error": 0.22, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "3", "question_text": "In the last six months, did this business use Artificial Intelligence (AI) to do any of the following?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence in any business function.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 23, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 23, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "a532937e703c59d33728cb11", "answer_id": "4", "answer_text": "None of the above", "response_variant": "answer", "scope_id": "SUP_2", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "51.5%", "value": 51.5, "value_status": "NUMERIC", "se_raw": "0.15%", "standard_error": 0.15, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "3", "question_text": "In the last six months, did this business use Artificial Intelligence (AI) to do any of the following?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence in any business function.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 24, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 24, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "6720d4a3f0ac49f75d80d083", "answer_id": "1", "answer_text": "A small number", "response_variant": "answer", "scope_id": "SUP_3", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "70.9%", "value": 70.9, "value_status": "NUMERIC", "se_raw": "0.73%", "standard_error": 0.73, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "4", "question_text": "In the last six months, how many tasks previously done by employees were instead performed by Artificial Intelligence (AI)?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence to perform tasks previously done by employees.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 25, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 25, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "6720d4a3f0ac49f75d80d083", "answer_id": "2", "answer_text": "A moderate number", "response_variant": "answer", "scope_id": "SUP_3", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "22.0%", "value": 22.0, "value_status": "NUMERIC", "se_raw": "0.99%", "standard_error": 0.99, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "4", "question_text": "In the last six months, how many tasks previously done by employees were instead performed by Artificial Intelligence (AI)?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence to perform tasks previously done by employees.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 26, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 26, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "6720d4a3f0ac49f75d80d083", "answer_id": "3", "answer_text": "A large number", "response_variant": "answer", "scope_id": "SUP_3", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "7.1%", "value": 7.1, "value_status": "NUMERIC", "se_raw": "0.47%", "standard_error": 0.47, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "4", "question_text": "In the last six months, how many tasks previously done by employees were instead performed by Artificial Intelligence (AI)?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence to perform tasks previously done by employees.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 27, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 27, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "b63960eacdb5cfef27e8f77c", "answer_id": "1", "answer_text": "Yes", "response_variant": "answer", "scope_id": "SUP_2", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "16.1%", "value": 16.1, "value_status": "NUMERIC", "se_raw": "0.17%", "standard_error": 0.17, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "5", "question_text": "In the last six months, did this business use Artificial Intelligence (AI) to perform operations previously performed by existing software or equipment?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence in any business function.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 28, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 28, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "b63960eacdb5cfef27e8f77c", "answer_id": "2", "answer_text": "No", "response_variant": "answer", "scope_id": "SUP_2", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "59.3%", "value": 59.3, "value_status": "NUMERIC", "se_raw": "0.27%", "standard_error": 0.27, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "5", "question_text": "In the last six months, did this business use Artificial Intelligence (AI) to perform operations previously performed by existing software or equipment?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence in any business function.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 29, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 29, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "b63960eacdb5cfef27e8f77c", "answer_id": "3", "answer_text": "Do not know", "response_variant": "answer", "scope_id": "SUP_2", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "24.6%", "value": 24.6, "value_status": "NUMERIC", "se_raw": "0.17%", "standard_error": 0.17, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "5", "question_text": "In the last six months, did this business use Artificial Intelligence (AI) to perform operations previously performed by existing software or equipment?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence in any business function.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 30, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 30, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "b415fb68388877231f530a87", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "SUP_2", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "2.3%", "value": 2.3, "value_status": "NUMERIC", "se_raw": "0.08%", "standard_error": 0.08, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "6", "question_text": "In the last six months, how did the use of Artificial Intelligence (AI) affect this business's total employment?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence in any business function.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 31, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 31, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "b415fb68388877231f530a87", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "SUP_2", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "2.0%", "value": 2.0, "value_status": "NUMERIC", "se_raw": "0.09%", "standard_error": 0.09, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "6", "question_text": "In the last six months, how did the use of Artificial Intelligence (AI) affect this business's total employment?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence in any business function.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 32, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 32, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "b415fb68388877231f530a87", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "SUP_2", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "95.7%", "value": 95.7, "value_status": "NUMERIC", "se_raw": "0.14%", "standard_error": 0.14, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "6", "question_text": "In the last six months, how did the use of Artificial Intelligence (AI) affect this business's total employment?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence in any business function.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 33, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 33, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "4ee22355a31bfe021d3be1fa", "answer_id": "1", "answer_text": "Trained current staff to use AI", "response_variant": "answer", "scope_id": "SUP_2", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "15.0%", "value": 15.0, "value_status": "NUMERIC", "se_raw": "0.23%", "standard_error": 0.23, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "7", "question_text": "In the last six months, to use Artificial Intelligence (AI), what changes did this business make?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Artificial Intelligence in any business function.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 34, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 34, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "4ee22355a31bfe021d3be1fa", "answer_id": "2", "answer_text": "Hired staff trained in AI", "response_variant": "answer", "scope_id": "SUP_2", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "1.3%", "value": 1.3, "value_status": "NUMERIC", "se_raw": "0.05%", "standard_error": 0.05, 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household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 49, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 49, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "abb9fd60f0c162fbcb29d048", "answer_id": "2", "answer_text": "Writing or editing documents, emails, or communications", "response_variant": "answer", "scope_id": "SUP_4", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "85.4%", "value": 85.4, "value_status": "NUMERIC", "se_raw": "0.25%", "standard_error": 0.25, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "10", "question_text": "In the last six months, what work-related tasks did this business's employees use 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"metric_family": "response_percent", "unit": "percent", "value_raw": "44.6%", "value": 44.6, "value_status": "NUMERIC", "se_raw": "0.28%", "standard_error": 0.28, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "10", "question_text": "In the last six months, what work-related tasks did this business's employees use Generative AI to assist with?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Generative Artificial Intelligence to assist in work-related tasks.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 51, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 51, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "abb9fd60f0c162fbcb29d048", "answer_id": "4", "answer_text": "Customer support", "response_variant": "answer", "scope_id": "SUP_4", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "15.5%", "value": 15.5, "value_status": "NUMERIC", "se_raw": "0.22%", "standard_error": 0.22, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "10", "question_text": "In the last six months, what work-related tasks did this business's employees use Generative AI to assist with?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Generative Artificial Intelligence to assist in work-related tasks.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 52, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 52, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "abb9fd60f0c162fbcb29d048", "answer_id": "5", "answer_text": "Developing or researching new projects, processes, or products", "response_variant": "answer", "scope_id": "SUP_4", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "30.0%", "value": 30.0, "value_status": "NUMERIC", "se_raw": "0.22%", "standard_error": 0.22, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "10", "question_text": "In the last six months, what work-related tasks did this business's employees use Generative AI to assist with?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Generative Artificial Intelligence to assist in work-related tasks.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 53, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 53, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "abb9fd60f0c162fbcb29d048", "answer_id": "6", "answer_text": "Searching for information or technical help", "response_variant": "answer", "scope_id": "SUP_4", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "49.9%", "value": 49.9, "value_status": "NUMERIC", "se_raw": "0.22%", "standard_error": 0.22, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "10", "question_text": "In the last six months, what work-related tasks did this business's employees use Generative AI to assist with?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Generative Artificial Intelligence to assist in work-related tasks.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 54, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 54, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "abb9fd60f0c162fbcb29d048", "answer_id": "7", "answer_text": "Software coding or debugging", "response_variant": "answer", "scope_id": "SUP_4", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "12.7%", "value": 12.7, "value_status": "NUMERIC", "se_raw": "0.23%", "standard_error": 0.23, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "10", "question_text": "In the last six months, what work-related tasks did this business's employees use Generative AI to assist with?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Generative Artificial Intelligence to assist in work-related tasks.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 55, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 55, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "abb9fd60f0c162fbcb29d048", "answer_id": "8", "answer_text": "Data analysis or visualization", "response_variant": "answer", "scope_id": "SUP_4", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "19.1%", "value": 19.1, "value_status": "NUMERIC", "se_raw": "0.28%", "standard_error": 0.28, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "10", "question_text": "In the last six months, what work-related tasks did this business's employees use Generative AI to assist with?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Generative Artificial Intelligence to assist in work-related tasks.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 56, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 56, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "abb9fd60f0c162fbcb29d048", "answer_id": "9", "answer_text": "Tutoring, training, or learning", "response_variant": "answer", "scope_id": "SUP_4", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "16.1%", "value": 16.1, "value_status": "NUMERIC", "se_raw": "0.26%", "standard_error": 0.26, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "10", "question_text": "In the last six months, what work-related tasks did this business's employees use Generative AI to assist with?", "lookback": "last six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported using Generative Artificial Intelligence to assist in work-related tasks.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 57, "source_column": 6, "se_sheet": "National Standard 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"denominator_description": "Statistics are representative of companies that reported using Generative Artificial Intelligence to assist in work-related tasks.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 58, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 58, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "bc725e9fd2df34b24b5c0c3a", "answer_id": "1", "answer_text": "Yes", "response_variant": "answer", "scope_id": "SUP_1", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "21.6%", "value": 21.6, "value_status": "NUMERIC", "se_raw": "0.09%", "standard_error": 0.09, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "11", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of its business functions? (Examples of AI: machine learning, natural language processing, virtual agents, voice recognition, etc.)", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of all companies in the target population.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 59, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 59, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "bc725e9fd2df34b24b5c0c3a", "answer_id": "2", "answer_text": "No", "response_variant": "answer", "scope_id": "SUP_1", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "56.2%", "value": 56.2, "value_status": "NUMERIC", "se_raw": "0.15%", "standard_error": 0.15, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "11", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of its business functions? (Examples of AI: machine learning, natural language processing, virtual agents, voice recognition, etc.)", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of all companies in the target population.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 60, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 60, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "bc725e9fd2df34b24b5c0c3a", "answer_id": "3", "answer_text": "Do not know", "response_variant": "answer", "scope_id": "SUP_1", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "22.2%", "value": 22.2, "value_status": "NUMERIC", "se_raw": "0.18%", "standard_error": 0.18, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "11", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of its business functions? (Examples of AI: machine learning, natural language processing, virtual agents, voice recognition, etc.)", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of all companies in the target population.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 61, "source_column": 7, "se_sheet": "National Standard Errors", "se_row": 61, "se_column": 7, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "1", "answer_text": "Production of goods (e.g., making or assembling products, construction)", "response_variant": "yes", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "8.1%", "value": 8.1, "value_status": "NUMERIC", "se_raw": "0.16%", "standard_error": 0.16, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of the following business functions?", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 61, "source_column": 8, "se_sheet": "National Standard Errors", "se_row": 61, "se_column": 8, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "1", "answer_text": "Production of goods (e.g., making or assembling products, construction)", "response_variant": "no", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "83.9%", "value": 83.9, "value_status": "NUMERIC", "se_raw": "0.21%", "standard_error": 0.21, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of the following business functions?", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 61, "source_column": 9, "se_sheet": "National Standard Errors", "se_row": 61, "se_column": 9, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "1", "answer_text": "Production of goods (e.g., making or assembling products, construction)", "response_variant": "dont_know", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "8.0%", "value": 8.0, "value_status": "NUMERIC", "se_raw": "0.10%", "standard_error": 0.1, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of the following business functions?", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 62, "source_column": 7, "se_sheet": "National Standard Errors", "se_row": 62, "se_column": 7, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "2", "answer_text": "Provision of services, products, or merchandise (e.g., providing services, products, or merchandise to customers)", "response_variant": "yes", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "32.4%", "value": 32.4, "value_status": "NUMERIC", "se_raw": "0.39%", "standard_error": 0.39, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of the following business functions?", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 62, "source_column": 8, "se_sheet": "National Standard 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"collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 62, "source_column": 9, "se_sheet": "National Standard Errors", "se_row": 62, "se_column": 9, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "2", "answer_text": "Provision of services, products, or merchandise (e.g., providing services, products, or merchandise to customers)", "response_variant": "dont_know", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", 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household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 63, "source_column": 7, "se_sheet": "National Standard Errors", "se_row": 63, "se_column": 7, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "3", "answer_text": "Strategy and business development", "response_variant": "yes", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "57.4%", "value": 57.4, "value_status": "NUMERIC", "se_raw": "0.42%", "standard_error": 0.42, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of the 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"metric_family": "response_percent", "unit": "percent", "value_raw": "35.0%", "value": 35.0, "value_status": "NUMERIC", "se_raw": "0.31%", "standard_error": 0.31, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of the following business functions?", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 63, "source_column": 9, "se_sheet": "National Standard Errors", "se_row": 63, "se_column": 9, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "3", "answer_text": "Strategy and business development", "response_variant": "dont_know", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "7.6%", "value": 7.6, "value_status": "NUMERIC", "se_raw": "0.21%", "standard_error": 0.21, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six months, do you think this business will be using 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"PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 64, "source_column": 8, "se_sheet": "National Standard Errors", "se_row": 64, "se_column": 8, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "4", "answer_text": "Finance and accounting", "response_variant": "no", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "54.7%", "value": 54.7, "value_status": "NUMERIC", "se_raw": "0.27%", "standard_error": 0.27, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six months, do you think 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"dont_know", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "8.7%", "value": 8.7, "value_status": "NUMERIC", "se_raw": "0.14%", "standard_error": 0.14, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of the following business functions?", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 65, "source_column": 7, "se_sheet": "National Standard Errors", "se_row": 65, "se_column": 7, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "5", "answer_text": "Sales and marketing", "response_variant": "yes", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "62.8%", "value": 62.8, "value_status": "NUMERIC", "se_raw": "0.56%", "standard_error": 0.56, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six months, 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"evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 65, "source_column": 9, "se_sheet": "National Standard Errors", "se_row": 65, "se_column": 9, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "5", "answer_text": "Sales and marketing", "response_variant": "dont_know", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "6.9%", "value": 6.9, "value_status": "NUMERIC", "se_raw": "0.19%", "standard_error": 0.19, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six 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"question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of the following business functions?", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 68, "source_column": 7, "se_sheet": "National Standard Errors", "se_row": 68, "se_column": 7, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "8", 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"source_question_id": "12", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of the following business functions?", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 68, "source_column": 9, "se_sheet": "National Standard Errors", "se_row": 68, "se_column": 9, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", 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using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 69, "source_column": 7, "se_sheet": "National Standard Errors", "se_row": 69, "se_column": 7, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "9", "answer_text": "Human resources", "response_variant": "yes", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "21.6%", "value": 21.6, "value_status": "NUMERIC", "se_raw": "0.23%", "standard_error": 0.23, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of the following business functions?", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 69, "source_column": 8, "se_sheet": "National Standard Errors", "se_row": 69, "se_column": 8, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": 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are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 69, "source_column": 9, "se_sheet": "National Standard Errors", "se_row": 69, "se_column": 9, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "9", "answer_text": "Human resources", "response_variant": "dont_know", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "9.8%", "value": 9.8, "value_status": "NUMERIC", "se_raw": "0.19%", "standard_error": 0.19, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": 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"denominator_description": "Statistics are representative of companies that reported they are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 71, "source_column": 7, "se_sheet": "National Standard Errors", "se_row": 71, "se_column": 7, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "11", "answer_text": "Management and administration", "response_variant": "yes", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "38.2%", "value": 38.2, "value_status": "NUMERIC", "se_raw": "0.29%", "standard_error": 0.29, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", 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"AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 73, "source_column": 8, "se_sheet": "National Standard Errors", "se_row": 73, "se_column": 8, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "13", "answer_text": "Quality management and control", "response_variant": "no", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "70.8%", "value": 70.8, "value_status": "NUMERIC", "se_raw": "0.27%", "standard_error": 0.27, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of the following business functions?", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 73, "source_column": 9, "se_sheet": "National Standard Errors", "se_row": 73, "se_column": 9, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fe6bb0017f40375d7d8d70e2", "answer_id": "13", "answer_text": "Quality management and control", "response_variant": "dont_know", "scope_id": "SUP_5", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": 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"No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 76, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 76, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fd01d01752f3b09999aef18a", "answer_id": "1", "answer_text": "Too expensive", "response_variant": "answer", "scope_id": "SUP_6", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "6.9%", "value": 6.9, "value_status": "NUMERIC", "se_raw": "0.11%", "standard_error": 0.11, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "13", "question_text": "Why does this business not plan to use Artificial Intelligence (AI) during the next six months? 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", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are not planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 81, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 81, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fd01d01752f3b09999aef18a", "answer_id": "6", "answer_text": "Lack of skilled workforce", "response_variant": "answer", "scope_id": "SUP_6", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "7.1%", "value": 7.1, "value_status": "NUMERIC", "se_raw": "0.07%", "standard_error": 0.07, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "13", "question_text": "Why does this business not plan to use Artificial Intelligence (AI) during the next six months? ", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are not planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 82, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 82, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fd01d01752f3b09999aef18a", "answer_id": "7", "answer_text": "Lack of required data", "response_variant": "answer", "scope_id": "SUP_6", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "5.1%", "value": 5.1, "value_status": "NUMERIC", "se_raw": "0.07%", "standard_error": 0.07, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "13", "question_text": "Why does this business not plan to use Artificial Intelligence (AI) during the next six months? 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", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are not planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 84, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 84, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fd01d01752f3b09999aef18a", "answer_id": "9", "answer_text": "Previous or current use of AI did not meet expectations", "response_variant": "answer", "scope_id": "SUP_6", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "3.2%", "value": 3.2, "value_status": "NUMERIC", "se_raw": "0.05%", "standard_error": 0.05, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "13", "question_text": "Why does this business not plan to use Artificial Intelligence (AI) during the next six months? ", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are not planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 85, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 85, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fd01d01752f3b09999aef18a", "answer_id": "10", "answer_text": "AI is not applicable to this business", "response_variant": "answer", "scope_id": "SUP_6", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "61.6%", "value": 61.6, "value_status": "NUMERIC", "se_raw": "0.24%", "standard_error": 0.24, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "13", "question_text": "Why does this business not plan to use Artificial Intelligence (AI) during the next six months? ", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are not planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "AI_Supplement_Table_2026.xlsx", "estimate_sheet": "National Response Estimates", "source_row": 86, "source_column": 6, "se_sheet": "National Standard Errors", "se_row": 86, "se_column": 6, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "fd01d01752f3b09999aef18a", "answer_id": "11", "answer_text": "Other", "response_variant": "answer", "scope_id": "SUP_6", "period_id": "SUPPLEMENT_2026", "metric_family": "response_percent", "unit": "percent", "value_raw": "7.9%", "value": 7.9, "value_status": "NUMERIC", "se_raw": "0.14%", "standard_error": 0.14, "se_status": "NUMERIC", "definition_series": "AI_SUPPLEMENT_2026", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "13", "question_text": "Why does this business not plan to use Artificial Intelligence (AI) during the next six months? ", "lookback": "next six months", "cycle": null, "collection_start": "2025-11-17", "collection_end": "2026-02-08", "reference_start": null, "reference_end": null, "publication_date": "2026-04-23", "denominator_description": "Statistics are representative of companies that reported they are not planning on using Artificial Intelligence in any business function in the next six months.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 2, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 2, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "b599d6630179d158643c36bb", "answer_id": "1", "answer_text": "Excellent", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "14.7%", "value": 14.7, "value_status": "NUMERIC", "se_raw": "0.35%", "standard_error": 0.35, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "3", "question_text": "Overall, how would you describe this business's current performance?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 3, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 3, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "b599d6630179d158643c36bb", "answer_id": "2", "answer_text": "Above average", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "20.5%", "value": 20.5, "value_status": "NUMERIC", "se_raw": "0.23%", "standard_error": 0.23, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "3", "question_text": "Overall, how would you describe this business's current performance?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 4, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 4, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "b599d6630179d158643c36bb", "answer_id": "3", "answer_text": "Average", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "45.6%", "value": 45.6, "value_status": "NUMERIC", "se_raw": "0.36%", "standard_error": 0.36, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "3", "question_text": "Overall, how would you describe this business's current performance?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 5, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 5, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "b599d6630179d158643c36bb", "answer_id": "4", "answer_text": "Below average", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "15.2%", "value": 15.2, "value_status": "NUMERIC", "se_raw": "0.22%", "standard_error": 0.22, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "3", "question_text": "Overall, how would you describe this business's current performance?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 6, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 6, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "b599d6630179d158643c36bb", "answer_id": "5", "answer_text": "Poor", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "4.0%", "value": 4.0, "value_status": "NUMERIC", "se_raw": "0.17%", "standard_error": 0.17, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "3", "question_text": "Overall, how would you describe this business's current performance?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 7, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 7, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "311d633ba03af462605dec1b", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "13.7%", "value": 13.7, "value_status": "NUMERIC", "se_raw": "0.25%", "standard_error": 0.25, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "4", "question_text": "In the last two weeks, how did this business's operating revenues/sales/receipts change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 8, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 8, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "311d633ba03af462605dec1b", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "31.0%", "value": 31.0, "value_status": "NUMERIC", "se_raw": "0.32%", "standard_error": 0.32, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "4", "question_text": "In the last two weeks, how did this business's operating revenues/sales/receipts change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 9, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 9, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "311d633ba03af462605dec1b", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "55.3%", "value": 55.3, "value_status": "NUMERIC", "se_raw": "0.18%", "standard_error": 0.18, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "4", "question_text": "In the last two weeks, how did this business's operating revenues/sales/receipts change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 10, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 10, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "81d9270be268bf118941df22", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "4.9%", "value": 4.9, "value_status": "NUMERIC", "se_raw": "0.12%", "standard_error": 0.12, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "5", "question_text": "In the last two weeks, how did this business's number of paid employees change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 11, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 11, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "81d9270be268bf118941df22", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "9.4%", "value": 9.4, "value_status": "NUMERIC", "se_raw": "0.33%", "standard_error": 0.33, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "5", "question_text": "In the last two weeks, how did this business's number of paid employees change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 12, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 12, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "81d9270be268bf118941df22", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "85.6%", "value": 85.6, "value_status": "NUMERIC", "se_raw": "0.38%", "standard_error": 0.38, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "5", "question_text": "In the last two weeks, how did this business's number of paid employees change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 13, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 13, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "8dcd595d3a91a9dd2f1b8eaf", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "7.2%", "value": 7.2, "value_status": "NUMERIC", "se_raw": "0.23%", "standard_error": 0.23, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "6", "question_text": "In the last two weeks, how did the total number of hours worked by this business's paid employees change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 14, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 14, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "8dcd595d3a91a9dd2f1b8eaf", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "15.0%", "value": 15.0, "value_status": "NUMERIC", "se_raw": "0.28%", "standard_error": 0.28, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "6", "question_text": "In the last two weeks, how did the total number of hours worked by this business's paid employees change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 15, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 15, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "8dcd595d3a91a9dd2f1b8eaf", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "77.8%", "value": 77.8, "value_status": "NUMERIC", "se_raw": "0.36%", "standard_error": 0.36, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "6", "question_text": "In the last two weeks, how did the total number of hours worked by this business's paid employees change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 16, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 16, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "2624eaa2ed0e0ceea48886c9", "answer_id": "1", "answer_text": "Yes", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "23.8%", "value": 23.8, "value_status": "NUMERIC", "se_raw": "0.41%", "standard_error": 0.41, "se_status": "NUMERIC", "definition_series": "AI_BUSINESS_FUNCTION_2025_12", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "7", "question_text": "In the last two weeks, did this business use Artificial Intelligence (AI) in any of its business functions? (Examples of AI: machine learning, natural language processing, virtual agents, voice recognition, etc.)", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 17, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 17, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "2624eaa2ed0e0ceea48886c9", "answer_id": "2", "answer_text": "No", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "66.4%", "value": 66.4, "value_status": "NUMERIC", "se_raw": "0.43%", "standard_error": 0.43, "se_status": "NUMERIC", "definition_series": "AI_BUSINESS_FUNCTION_2025_12", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "7", "question_text": "In the last two weeks, did this business use Artificial Intelligence (AI) in any of its business functions? (Examples of AI: machine learning, natural language processing, virtual agents, voice recognition, etc.)", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 18, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 18, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "2624eaa2ed0e0ceea48886c9", "answer_id": "3", "answer_text": "Do not know", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "9.8%", "value": 9.8, "value_status": "NUMERIC", "se_raw": "0.17%", "standard_error": 0.17, "se_status": "NUMERIC", "definition_series": "AI_BUSINESS_FUNCTION_2025_12", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "7", "question_text": "In the last two weeks, did this business use Artificial Intelligence (AI) in any of its business functions? (Examples of AI: machine learning, natural language processing, virtual agents, voice recognition, etc.)", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 19, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 19, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "cf92e9620d6bc3387dc91507", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "8.5%", "value": 8.5, "value_status": "NUMERIC", "se_raw": "0.23%", "standard_error": 0.23, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "8", "question_text": "In the last two weeks, how did the time it takes for this business to receive deliveries from suppliers change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 20, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 20, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "cf92e9620d6bc3387dc91507", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "4.3%", "value": 4.3, "value_status": "NUMERIC", "se_raw": "0.16%", "standard_error": 0.16, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "8", "question_text": "In the last two weeks, how did the time it takes for this business to receive deliveries from suppliers change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 21, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 21, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "cf92e9620d6bc3387dc91507", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "58.1%", "value": 58.1, "value_status": "NUMERIC", "se_raw": "0.49%", "standard_error": 0.49, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "8", "question_text": "In the last two weeks, how did the time it takes for this business to receive deliveries from suppliers change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 22, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 22, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "cf92e9620d6bc3387dc91507", "answer_id": "4", "answer_text": "Not applicable", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "29.1%", "value": 29.1, "value_status": "NUMERIC", "se_raw": "0.36%", "standard_error": 0.36, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "8", "question_text": "In the last two weeks, how did the time it takes for this business to receive deliveries from suppliers change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 23, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 23, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "1fbbfb1a025daa6de74fd61d", "answer_id": "1", "answer_text": "Larger than optimal", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "3.3%", "value": 3.3, "value_status": "NUMERIC", "se_raw": "0.08%", "standard_error": 0.08, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "9", "question_text": "How would you describe this business's current inventories?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 24, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 24, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "1fbbfb1a025daa6de74fd61d", "answer_id": "2", "answer_text": "Optimal", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "29.8%", "value": 29.8, "value_status": "NUMERIC", "se_raw": "0.31%", "standard_error": 0.31, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "9", "question_text": "How would you describe this business's current inventories?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 25, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 25, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "1fbbfb1a025daa6de74fd61d", "answer_id": "3", "answer_text": "Smaller than optimal", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "13.3%", "value": 13.3, "value_status": "NUMERIC", "se_raw": "0.28%", "standard_error": 0.28, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "9", "question_text": "How would you describe this business's current inventories?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 26, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 26, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "1fbbfb1a025daa6de74fd61d", "answer_id": "4", "answer_text": "Not applicable", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "53.6%", "value": 53.6, "value_status": "NUMERIC", "se_raw": "0.48%", "standard_error": 0.48, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "9", "question_text": "How would you describe this business's current inventories?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 27, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 27, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "c05cbb7bb0bc5f1e469080a1", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "11.6%", "value": 11.6, "value_status": "NUMERIC", "se_raw": "0.17%", "standard_error": 0.17, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "10", "question_text": "In the last two weeks, how did demand for this business's goods or services change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 28, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 28, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "c05cbb7bb0bc5f1e469080a1", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "24.0%", "value": 24.0, "value_status": "NUMERIC", "se_raw": "0.22%", "standard_error": 0.22, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "10", "question_text": "In the last two weeks, how did demand for this business's goods or services change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 29, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 29, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "c05cbb7bb0bc5f1e469080a1", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "64.4%", "value": 64.4, "value_status": "NUMERIC", "se_raw": "0.26%", "standard_error": 0.26, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "10", "question_text": "In the last two weeks, how did demand for this business's goods or services change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 30, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 30, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "6b3768db20e3d733de81ad91", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "17.6%", "value": 17.6, "value_status": "NUMERIC", "se_raw": "0.39%", "standard_error": 0.39, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "11", "question_text": "In the last two weeks, how did the prices this business charges for its own goods or services change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 31, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 31, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "6b3768db20e3d733de81ad91", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "3.8%", "value": 3.8, "value_status": "NUMERIC", "se_raw": "0.17%", "standard_error": 0.17, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "11", "question_text": "In the last two weeks, how did the prices this business charges for its own goods or services change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 32, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 32, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "6b3768db20e3d733de81ad91", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "78.6%", "value": 78.6, "value_status": "NUMERIC", "se_raw": "0.34%", "standard_error": 0.34, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "11", "question_text": "In the last two weeks, how did the prices this business charges for its own goods or services change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 33, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 33, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "9e3d736514673ca6865441b4", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "47.1%", "value": 47.1, "value_status": "NUMERIC", "se_raw": "0.27%", "standard_error": 0.27, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "In the last two weeks, how did the prices this business pays for goods or services change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 34, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 34, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "9e3d736514673ca6865441b4", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "1.2%", "value": 1.2, "value_status": "NUMERIC", "se_raw": "0.07%", "standard_error": 0.07, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "In the last two weeks, how did the prices this business pays for goods or services change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 35, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 35, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "9e3d736514673ca6865441b4", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "51.6%", "value": 51.6, "value_status": "NUMERIC", "se_raw": "0.25%", "standard_error": 0.25, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "12", "question_text": "In the last two weeks, how did the prices this business pays for goods or services change?", "lookback": "last two weeks", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 36, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 36, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "bd5aa8ae97239bdfb77f1d87", "answer_id": "1", "answer_text": "Decreased profitability", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "28.5%", "value": 28.5, "value_status": "NUMERIC", "se_raw": "0.29%", "standard_error": 0.29, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "13", "question_text": "In the last six months, in what ways did changes to interest rates negatively impact this business?", "lookback": "last six months", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 37, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 37, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "bd5aa8ae97239bdfb77f1d87", "answer_id": "2", "answer_text": "Inability to service debt", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "4.5%", "value": 4.5, "value_status": "NUMERIC", "se_raw": "0.09%", "standard_error": 0.09, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "13", "question_text": "In the last six months, in what ways did changes to interest rates negatively impact this business?", "lookback": "last six months", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 38, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 38, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "bd5aa8ae97239bdfb77f1d87", "answer_id": "3", "answer_text": "Inability to refinance existing loans", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "4.6%", "value": 4.6, "value_status": "NUMERIC", "se_raw": "0.17%", "standard_error": 0.17, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "13", "question_text": "In the last six months, in what ways did changes to interest rates negatively impact this business?", "lookback": "last six months", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 39, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 39, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "bd5aa8ae97239bdfb77f1d87", "answer_id": "4", "answer_text": "Inability to invest in this business", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "9.5%", "value": 9.5, "value_status": "NUMERIC", "se_raw": "0.29%", "standard_error": 0.29, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "13", "question_text": "In the last six months, in what ways did changes to interest rates negatively impact this business?", "lookback": "last six months", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 40, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 40, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "bd5aa8ae97239bdfb77f1d87", "answer_id": "5", "answer_text": "Not applicable", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "66.8%", "value": 66.8, "value_status": "NUMERIC", "se_raw": "0.30%", "standard_error": 0.3, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "13", "question_text": "In the last six months, in what ways did changes to interest rates negatively impact this business?", "lookback": "last six months", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 41, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 41, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "853a7cd115dc83193853fa87", "answer_id": "1", "answer_text": "Yes", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "6.8%", "value": 6.8, "value_status": "NUMERIC", "se_raw": "0.13%", "standard_error": 0.13, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "14", "question_text": "In the last six months, did this business experience any monetary losses due to an extreme weather event (for example, hurricane, flood, drought, or heat wave)?", "lookback": "last six months", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 42, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 42, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "853a7cd115dc83193853fa87", "answer_id": "2", "answer_text": "No", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "93.2%", "value": 93.2, "value_status": "NUMERIC", "se_raw": "0.13%", "standard_error": 0.13, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "14", "question_text": "In the last six months, did this business experience any monetary losses due to an extreme weather event (for example, hurricane, flood, drought, or heat wave)?", "lookback": "last six months", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 43, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 43, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "0e94709d9e985f2496898b9c", "answer_id": "1", "answer_text": "Wildfire", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "7.6%", "value": 7.6, "value_status": "NUMERIC", "se_raw": "0.79%", "standard_error": 0.79, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "15", "question_text": "What type of extreme weather event caused the monetary losses?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 44, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 44, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "0e94709d9e985f2496898b9c", "answer_id": "2", "answer_text": "Earthquake", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "0.4%", "value": 0.4, "value_status": "NUMERIC", "se_raw": "0.14%", "standard_error": 0.14, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "15", "question_text": "What type of extreme weather event caused the monetary losses?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 45, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 45, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "0e94709d9e985f2496898b9c", "answer_id": "3", "answer_text": "Hurricane", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "6.1%", "value": 6.1, "value_status": "NUMERIC", "se_raw": "0.57%", "standard_error": 0.57, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "15", "question_text": "What type of extreme weather event caused the monetary losses?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 46, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 46, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "0e94709d9e985f2496898b9c", "answer_id": "4", "answer_text": "Tornado", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "6.4%", "value": 6.4, "value_status": "NUMERIC", "se_raw": "0.57%", "standard_error": 0.57, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "15", "question_text": "What type of extreme weather event caused the monetary losses?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 47, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 47, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "0e94709d9e985f2496898b9c", "answer_id": "5", "answer_text": "Flood", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "18.1%", "value": 18.1, "value_status": "NUMERIC", "se_raw": "0.94%", "standard_error": 0.94, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "15", "question_text": "What type of extreme weather event caused the monetary losses?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 48, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 48, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "0e94709d9e985f2496898b9c", "answer_id": "6", "answer_text": "Drought", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "8.4%", "value": 8.4, "value_status": "NUMERIC", "se_raw": "0.65%", "standard_error": 0.65, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "15", "question_text": "What type of extreme weather event caused the monetary losses?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 49, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 49, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "0e94709d9e985f2496898b9c", "answer_id": "7", "answer_text": "High winds", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "21.2%", "value": 21.2, "value_status": "NUMERIC", "se_raw": "1.22%", "standard_error": 1.22, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "15", "question_text": "What type of extreme weather event caused the monetary losses?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 50, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 50, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "0e94709d9e985f2496898b9c", "answer_id": "8", "answer_text": "Severe storm/hail", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "26.0%", "value": 26.0, "value_status": "NUMERIC", "se_raw": "1.16%", "standard_error": 1.16, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "15", "question_text": "What type of extreme weather event caused the monetary losses?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 51, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 51, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "0e94709d9e985f2496898b9c", "answer_id": "9", "answer_text": "Snow/blizzard/ice", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "10.8%", "value": 10.8, "value_status": "NUMERIC", "se_raw": "1.05%", "standard_error": 1.05, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "15", "question_text": "What type of extreme weather event caused the monetary losses?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 52, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 52, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "0e94709d9e985f2496898b9c", "answer_id": "10", "answer_text": "Extreme temperature (heat or cold)", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "45.9%", "value": 45.9, "value_status": "NUMERIC", "se_raw": "1.56%", "standard_error": 1.56, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "15", "question_text": "What type of extreme weather event caused the monetary losses?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 53, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 53, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "0e94709d9e985f2496898b9c", "answer_id": "11", "answer_text": "Other (please describe)", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "9.7%", "value": 9.7, "value_status": "NUMERIC", "se_raw": "0.93%", "standard_error": 0.93, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "15", "question_text": "What type of extreme weather event caused the monetary losses?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 54, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 54, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "55f49343ec3643a17968a8c0", "answer_id": "1", "answer_text": "Excellent", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "9.6%", "value": 9.6, "value_status": "NUMERIC", "se_raw": "0.20%", "standard_error": 0.2, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "16", "question_text": "Six months from now, how do you think you will describe this business's performance?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 55, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 55, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "55f49343ec3643a17968a8c0", "answer_id": "2", "answer_text": "Above average", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "21.3%", "value": 21.3, "value_status": "NUMERIC", "se_raw": "0.24%", "standard_error": 0.24, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "16", "question_text": "Six months from now, how do you think you will describe this business's performance?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 56, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 56, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "55f49343ec3643a17968a8c0", "answer_id": "3", "answer_text": "Average", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "50.5%", "value": 50.5, "value_status": "NUMERIC", "se_raw": "0.31%", "standard_error": 0.31, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "16", "question_text": "Six months from now, how do you think you will describe this business's performance?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 57, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 57, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "55f49343ec3643a17968a8c0", "answer_id": "4", "answer_text": "Below average", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "15.0%", "value": 15.0, "value_status": "NUMERIC", "se_raw": "0.24%", "standard_error": 0.24, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "16", "question_text": "Six months from now, how do you think you will describe this business's performance?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 58, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 58, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "55f49343ec3643a17968a8c0", "answer_id": "5", "answer_text": "Poor", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "3.6%", "value": 3.6, "value_status": "NUMERIC", "se_raw": "0.17%", "standard_error": 0.17, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "16", "question_text": "Six months from now, how do you think you will describe this business's performance?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 59, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 59, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "7cf0bf0a1e933c3002fa68fb", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "11.6%", "value": 11.6, "value_status": "NUMERIC", "se_raw": "0.17%", "standard_error": 0.17, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "17", "question_text": "Six months from now, how do you think this business's number of paid employees will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 60, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 60, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "7cf0bf0a1e933c3002fa68fb", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "10.3%", "value": 10.3, "value_status": "NUMERIC", "se_raw": "0.25%", "standard_error": 0.25, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "17", "question_text": "Six months from now, how do you think this business's number of paid employees will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 61, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 61, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "7cf0bf0a1e933c3002fa68fb", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "78.1%", "value": 78.1, "value_status": "NUMERIC", "se_raw": "0.29%", "standard_error": 0.29, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "17", "question_text": "Six months from now, how do you think this business's number of paid employees will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 62, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 62, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "d62079a2caa117a2906f931d", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "12.9%", "value": 12.9, "value_status": "NUMERIC", "se_raw": "0.21%", "standard_error": 0.21, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "18", "question_text": "Six months from now, how do you think the total number of hours worked by this business's paid employees will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 63, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 63, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "d62079a2caa117a2906f931d", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "13.8%", "value": 13.8, "value_status": "NUMERIC", "se_raw": "0.32%", "standard_error": 0.32, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "18", "question_text": "Six months from now, how do you think the total number of hours worked by this business's paid employees will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 64, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 64, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "d62079a2caa117a2906f931d", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "73.4%", "value": 73.4, "value_status": "NUMERIC", "se_raw": "0.41%", "standard_error": 0.41, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "18", "question_text": "Six months from now, how do you think the total number of hours worked by this business's paid employees will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 65, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 65, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "683bfe1132ade9f0c2fd0f1d", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "9.6%", "value": 9.6, "value_status": "NUMERIC", "se_raw": "0.20%", "standard_error": 0.2, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "19", "question_text": "Six months from now, how do you think the time it takes for this business to receive deliveries from suppliers will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 66, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 66, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "683bfe1132ade9f0c2fd0f1d", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "4.5%", "value": 4.5, "value_status": "NUMERIC", "se_raw": "0.15%", "standard_error": 0.15, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "19", "question_text": "Six months from now, how do you think the time it takes for this business to receive deliveries from suppliers will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 67, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 67, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "683bfe1132ade9f0c2fd0f1d", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "49.0%", "value": 49.0, "value_status": "NUMERIC", "se_raw": "0.31%", "standard_error": 0.31, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "19", "question_text": "Six months from now, how do you think the time it takes for this business to receive deliveries from suppliers will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 68, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 68, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "683bfe1132ade9f0c2fd0f1d", "answer_id": "4", "answer_text": "Not applicable", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "36.9%", "value": 36.9, "value_status": "NUMERIC", "se_raw": "0.29%", "standard_error": 0.29, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "19", "question_text": "Six months from now, how do you think the time it takes for this business to receive deliveries from suppliers will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 69, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 69, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "7ea5e8075b4c665d113e62a8", "answer_id": "1", "answer_text": "Larger than optimal", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "2.3%", "value": 2.3, "value_status": "NUMERIC", "se_raw": "0.09%", "standard_error": 0.09, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "20", "question_text": "Six months from now, how do you think you will describe this business's inventories?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 70, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 70, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "7ea5e8075b4c665d113e62a8", "answer_id": "2", "answer_text": "Optimal", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "30.3%", "value": 30.3, "value_status": "NUMERIC", "se_raw": "0.28%", "standard_error": 0.28, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "20", "question_text": "Six months from now, how do you think you will describe this business's inventories?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 71, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 71, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "7ea5e8075b4c665d113e62a8", "answer_id": "3", "answer_text": "Smaller than optimal", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "12.6%", "value": 12.6, "value_status": "NUMERIC", "se_raw": "0.29%", "standard_error": 0.29, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "20", "question_text": "Six months from now, how do you think you will describe this business's inventories?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 72, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 72, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "7ea5e8075b4c665d113e62a8", "answer_id": "4", "answer_text": "Not applicable", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "54.8%", "value": 54.8, "value_status": "NUMERIC", "se_raw": "0.47%", "standard_error": 0.47, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "20", "question_text": "Six months from now, how do you think you will describe this business's inventories?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 73, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 73, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "d96d9832d1df60b74fcdacd1", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "20.5%", "value": 20.5, "value_status": "NUMERIC", "se_raw": "0.33%", "standard_error": 0.33, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "21", "question_text": "Six months from now, how do you think demand for this business's goods or services will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 74, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 74, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "d96d9832d1df60b74fcdacd1", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "18.8%", "value": 18.8, "value_status": "NUMERIC", "se_raw": "0.28%", "standard_error": 0.28, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "21", "question_text": "Six months from now, how do you think demand for this business's goods or services will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 75, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 75, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "d96d9832d1df60b74fcdacd1", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "60.8%", "value": 60.8, "value_status": "NUMERIC", "se_raw": "0.39%", "standard_error": 0.39, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "21", "question_text": "Six months from now, how do you think demand for this business's goods or services will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 76, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 76, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "64886a2a35b4eb996a4f4a83", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "38.4%", "value": 38.4, "value_status": "NUMERIC", "se_raw": "0.47%", "standard_error": 0.47, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "22", "question_text": "Six months from now, how do you think the prices this business charges for its own goods or services will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 77, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 77, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "64886a2a35b4eb996a4f4a83", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "4.1%", "value": 4.1, "value_status": "NUMERIC", "se_raw": "0.12%", "standard_error": 0.12, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "22", "question_text": "Six months from now, how do you think the prices this business charges for its own goods or services will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 78, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 78, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "64886a2a35b4eb996a4f4a83", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "57.4%", "value": 57.4, "value_status": "NUMERIC", "se_raw": "0.44%", "standard_error": 0.44, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "22", "question_text": "Six months from now, how do you think the prices this business charges for its own goods or services will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 79, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 79, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "9af84111530f4c1b2610a16a", "answer_id": "1", "answer_text": "Increased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "59.8%", "value": 59.8, "value_status": "NUMERIC", "se_raw": "0.41%", "standard_error": 0.41, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "23", "question_text": "Six months from now, how do you think the prices this business pays for goods or services will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 80, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 80, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "9af84111530f4c1b2610a16a", "answer_id": "2", "answer_text": "Decreased", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "1.8%", "value": 1.8, "value_status": "NUMERIC", "se_raw": "0.09%", "standard_error": 0.09, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "23", "question_text": "Six months from now, how do you think the prices this business pays for goods or services will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 81, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 81, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "9af84111530f4c1b2610a16a", "answer_id": "3", "answer_text": "No change", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "38.4%", "value": 38.4, "value_status": "NUMERIC", "se_raw": "0.36%", "standard_error": 0.36, "se_status": "NUMERIC", "definition_series": "CORE_BUSINESS_CONDITIONS", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "23", "question_text": "Six months from now, how do you think the prices this business pays for goods or services will have changed?", "lookback": "See exact source wording", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 82, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 82, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "70e5e4f53aa61d45d7411d48", "answer_id": "1", "answer_text": "Yes", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "27.7%", "value": 27.7, "value_status": "NUMERIC", "se_raw": "0.36%", "standard_error": 0.36, "se_status": "NUMERIC", "definition_series": "AI_BUSINESS_FUNCTION_2025_12", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "24", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of its business functions? (Examples of AI: machine learning, natural language processing, virtual agents, voice recognition, etc.)", "lookback": "next six months", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 83, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 83, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "70e5e4f53aa61d45d7411d48", "answer_id": "2", "answer_text": "No", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "46.4%", "value": 46.4, "value_status": "NUMERIC", "se_raw": "0.41%", "standard_error": 0.41, "se_status": "NUMERIC", "definition_series": "AI_BUSINESS_FUNCTION_2025_12", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "24", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of its business functions? (Examples of AI: machine learning, natural language processing, virtual agents, voice recognition, etc.)", "lookback": "next six months", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" }, { "source_id": "National.xlsx", "estimate_sheet": "Response Estimates", "source_row": 84, "source_column": 5, "se_sheet": "Response Standard Errors", "se_row": 84, "se_column": 5, "entity_id": "44136fa355b3678a1146ad16", "question_version_id": "70e5e4f53aa61d45d7411d48", "answer_id": "3", "answer_text": "Do not know", "response_variant": "answer", "scope_id": "CORE_TARGET", "period_id": "202620", "metric_family": "response_percent", "unit": "percent", "value_raw": "25.9%", "value": 25.9, "value_status": "NUMERIC", "se_raw": "0.30%", "standard_error": 0.3, "se_status": "NUMERIC", "definition_series": "AI_BUSINESS_FUNCTION_2025_12", "dimension": "national", "source_label": "US", "state_code": null, "naics_code": null, "employment_size_code": null, "msa_name": null, "source_question_id": "24", "question_text": "During the next six months, do you think this business will be using Artificial Intelligence (AI) in any of its business functions? (Examples of AI: machine learning, natural language processing, virtual agents, voice recognition, etc.)", "lookback": "next six months", "cycle": "202620", "collection_start": "2026-09-21", "collection_end": "2026-10-04", "reference_start": "2026-09-07", "reference_end": "2026-09-20", "publication_date": "2026-10-08", "denominator_description": "BTOS target employer-business population; preserve exclusions and each source series vintage.", "evidence_class": "PUBLISHED_AGGREGATE_BUSINESS_STATISTIC", "zip_interpretation": "No direct ZIP or household AI measurement" } ] }