Waseit

Waseit study · UK · collected 2026-07-31

Which gas engineers do AI assistants recommend in Edinburgh?

We asked ChatGPT, Gemini and Perplexity 6 real buying questions about gas engineers in Edinburgh - the way customers actually ask. Every answer named specific businesses: 23 names came back for this trade in this city.

The names the assistants cite most

  • 1.Why they are recommendedcited 2 times · by gemini
  • 2.Google Reviewscited 2 times · by gemini
  • 3.Scott Findlaycited 2 times · by perplexity
  • 4.Thermatek Heatingcited 2 times · by perplexity
  • 5.Gas Care Domesticcited 2 times · by perplexity
  • 6.Smart Gas Solutionscited 2 times · by perplexity
  • 7.The Edinburgh Boiler Companycited 2 times · by perplexity
  • 8.Local Directoriescited 1 time · by openai

Counts are citations across our sampled answers for this trade and city, collected 2026-07-31 via the assistants' APIs. Answers vary between runs - across the whole study, assistants agreed with each other on only 3% of names. A snapshot, honestly labelled, not a permanent ranking.

Is your business one of them?

Run the free audit: your score out of 100, the competitors cited instead of you, and what to fix. 60 seconds, no account, no call.

Check my AI visibility - free

Gas engineers in other cities

Other trades in Edinburgh

Full dataset and method: the 2026 UK study (1464 answers, 244 trade×city cells) · our methodology