{
    "statement": "of US residential contractors say they currently use AI, while 74% see it as an efficiency engine",
    "value_display": "25%",
    "value_numeric": 25,
    "unit": "%",
    "data_label": "2026 survey",
    "data_period_end": null,
    "region": "USA",
    "size": "all",
    "source": {
        "name": "ServiceTitan trades research (State of AI in the Trades, residential and commercial reports)",
        "publisher": "ServiceTitan",
        "type": "vendor",
        "url": "https://www.servicetitan.com/"
    },
    "source_url": "https://www.servicetitan.com/press/servicetitan-report-finds-74-of-residential-contractors-see-ai-as-key",
    "source_quote": "only about 25% of contractors are currently using AI",
    "verification_note": "Read on servicetitan.com press release of 7 Apr 2026. Vendor survey. The release says 'about 25%'.",
    "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/residential-contractors-ai-use",
    "csv_url": "https://digitaltreed.com/statistics/home-services-marketing/residential-contractors-ai-use.csv"
}