Waseit

Waseit study · UK · collected 2026-07-31

Which beauty salons do AI assistants recommend in Liverpool?

We asked ChatGPT, Gemini and Perplexity 6 real buying questions about beauty salons in Liverpool - the way customers actually ask. Every answer named specific businesses: 43 names came back for this trade in this city.

The names the assistants cite most

  • 1.The Beauty Roomscited 2 times · by openai, gemini
  • 2.Beauty Bazaar, Harvey Nicholscited 2 times · by openai
  • 3.Peaches & Creamcited 2 times · by gemini
  • 4.The Skin Cliniccited 1 time · by openai
  • 5.Blush Beautycited 1 time · by openai
  • 6.The Hair and Beauty Companycited 1 time · by openai
  • 7.Love Beautycited 1 time · by openai
  • 8.Daisy Beautycited 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.

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Beauty salons in other cities

Other trades in Liverpool

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