{
    "statement": "of US home service pros say they actively use AI in their business",
    "value_display": "48%",
    "value_numeric": 48,
    "unit": "%",
    "data_label": "May-Jun 2026",
    "data_period_end": "2026-06-30",
    "region": "USA",
    "size": "all",
    "source": {
        "name": "AI in the Trades report",
        "publisher": "Housecall Pro",
        "type": "vendor",
        "url": "https://www.housecallpro.com/"
    },
    "source_url": "https://www.housecallpro.com/resources/ai-in-the-trades/",
    "source_quote": "Nearly half (48%) of trade pros surveyed actively use AI in their business.",
    "verification_note": "Read on housecallpro.com 'AI in the trades' report page (posted 30 Jun 2026, updated 13 Jul 2026). Vendor survey with a small sample; the page warns the 2025 (n=420) and 2026 (n=248) samples differ.",
    "verified_at": "2026-10-23T00:00:00+00:00",
    "margin_of_error": null,
    "dont_know": null,
    "data_table": null,
    "revisions": [],
    "page_url": "https://digitaltreed.com/statistics/home-services-marketing/home-service-pros-active-ai-2026",
    "csv_url": "https://digitaltreed.com/statistics/home-services-marketing/home-service-pros-active-ai-2026.csv"
}