Roofing services in Lincoln, Lincolnshire
The roofing services AI recommends in Lincoln
We ask ChatGPT and Google AI Mode for the “best roofing service in Lincoln” every week. These are the roofing services they name in at least half their answers, most often first.
Updated 10 October 2026
Google AI's picks
Named in at least half its answers
ChatGPT's picks
Named in at least half its answers
plus 1 more recommended regularly
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Where AI looks
The websites AI answers cited most when recommending roofing services in Lincoln. Google AI Mode cites through its own viewer, so it names fewer sources than ChatGPT.
- checkatrade.com (opens in a new tab) both AIsin 100% of answers
- threebestrated.co.uk (opens in a new tab) ChatGPTin 20% of answers
- mybuilder.com (opens in a new tab) both AIsin 20% of answers
These percentages come from 7 answers from Google AI Mode and 7 from ChatGPT, asked over the last 30 days.
We list a business when AI named it in at least half its answers. Percentages show how often each was named across our recent checks. “Google AI Mode” means the AI tab in Google search, not the AI Overview above the blue links. AI answers change from one search to the next, so we ask many times. We only list businesses AI recommends — not ones it doesn't.