{
    "statement": "of US trades contractors place high or complete trust in the AI tools they use; 58% report little or no trust",
    "value_display": "11%",
    "value_numeric": 11,
    "unit": "%",
    "data_label": "May-Jun 2026",
    "data_period_end": "2026-06-15",
    "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-contractors-shifting-focus-from-ai-adoption-to-implementation-and-productivity",
    "source_quote": "only 11% of contractors place high or complete trust in the AI tools they use, while 58% report little or no trust.",
    "verification_note": "Read on servicetitan.com press release of 29 Sep 2026 ('The Update: 2026 State of AI in the Trades'). Vendor survey run by Thrive Analytics for ServiceTitan.",
    "verified_at": "2026-10-23T00:00:00+00:00",
    "margin_of_error": "plus or minus 3.7 points (total sample)",
    "dont_know": null,
    "data_table": null,
    "revisions": [],
    "page_url": "https://digitaltreed.com/statistics/home-services-marketing/contractors-ai-high-trust",
    "csv_url": "https://digitaltreed.com/statistics/home-services-marketing/contractors-ai-high-trust.csv"
}