kwerve
en

Study

Switzerland: what AI assistants quote when they recommend a local business

We read 648 answers from ChatGPT, Claude, Perplexity and Gemini about 48 local businesses in this country, between 16.07.2026 and 27.10.2026. Here is where their sources come from.

86%

of answers quote web sources

42%

of what they quote is a directory or review site

35%

of answers quote the business's own website

1%

of what they quote is press

Where the quotes come from

Directories and review sites make up 42% of everything the AIs quote here. Other businesses' own websites 36%. Guides and rankings 7%, the business's own site 6%, press 1%.

Directories & reviews: 1768 (42%) Players in the market: 1537 (36%) Guides, rankings & blogs: 313 (7%) Client's own site: 264 (6%) Wikipedia & official sites: 212 (5%) Shops & marketplaces: 49 (1%) News & media: 47 (1%) Social & forums: 46 (1%) 4,249 quotes
  • Directories & reviews42%
  • Players in the market36%
  • Guides, rankings & blogs7%
  • The business's own site6%
  • Wikipedia & official sites5%
  • Shops & marketplaces1%
  • News & media1%
  • Social & forums1%

Each AI reads the web differently

Perplexity quotes 16 sources per answer, 50% of them directories. Gemini quotes 6. ChatGPT quotes 4 and Claude 3.

AISources per answerWhat it quotes most
Perplexity 16.5 Directories & reviews 50%
Gemini 6.4 Players in the market 64%
ChatGPT 3.8 Directories & reviews 48%
Claude 2.9 Players in the market 40%

The sites they quote most

  1. 1 Google Maps listings 430 quotes
  2. 2 local.ch 337 quotes
  3. 3 search.ch 83 quotes
  4. 4 tripadvisor.fr 67 quotes
  5. 5 tripadvisor.com 65 quotes
  6. 6 cliniquehygienedentaire.ch 62 quotes
  7. 7 vd.ch 44 quotes
  8. 8 onedoc.ch 44 quotes
  9. 9 sortlist.ch 40 quotes
  10. 10 geekworkers.ch 38 quotes
See all 50 sites ›
  1. 11 world-schools.com 37 quotes
  2. 12 flashdesign.ch 34 quotes
  3. 13 ecoles-privees-lausanne.ch 32 quotes
  4. 14 smapse.com 32 quotes
  5. 15 firstpoint.ch 30 quotes
  6. 16 sortlist.com 30 quotes
  7. 17 nordangliaeducation.com 29 quotes
  8. 18 starofservice.ch 28 quotes
  9. 19 verbier.ch 27 quotes
  10. 20 suisseromande.com 25 quotes
  11. 21 loisirs.ch 25 quotes
  12. 22 pixelium.ch 25 quotes
  13. 23 lemania.ch 24 quotes
  14. 24 mypremiumeurope.com 24 quotes
  15. 25 edana.ch 24 quotes
  16. 26 the-escapers.com 24 quotes
  17. 27 pintecontheysanne.ch 23 quotes
  18. 28 ch.fitfit.fitness 22 quotes
  19. 29 findly.co 22 quotes
  20. 30 fresha.com 22 quotes
  21. 31 ascense.ch 21 quotes
  22. 32 serrurier-romand.ch 21 quotes
  23. 33 thefork.ch 20 quotes
  24. 34 valais.ch 20 quotes
  25. 35 unit62.ch 20 quotes
  26. 36 soleil-digital.ch 20 quotes
  27. 37 escapeworld.ch 20 quotes
  28. 38 vaudfamille.ch 19 quotes
  29. 39 deriazsa.ch 19 quotes
  30. 40 myswitzerland.com 18 quotes
  31. 41 imedia.ch 18 quotes
  32. 42 vivalys.ch 17 quotes
  33. 43 expat.com 16 quotes
  34. 44 crossfit.com 16 quotes
  35. 45 webie.ch 16 quotes
  36. 46 charpentiers.nosavis.ch 16 quotes
  37. 47 siontourisme.ch 15 quotes
  38. 48 thefork.com 14 quotes
  39. 49 villarski.ch 14 quotes
  40. 50 alpesvaudoises.ch 14 quotes

What to do with it

  1. 1

    Complete every directory listing the AIs quote in your market: details, hours, photos, recent reviews. It is the biggest lever.

  2. 2

    Get into the guides and "best of" lists of your city and trade.

  3. 3

    Keep your own site clear and complete: it is quoted in 35% of answers, and that is where an AI checks what you do.

Method

Every answer comes from the AIs' official APIs with web search on, as they answer their own users, for the businesses tracked in kwerve and audits we ran. Each quoted site is sorted by type, by rules and a one-time AI label. A measurement of what the AIs answered, not a random sample of all businesses.

Numbers as of 27.10.2026: 648 answers, 4,249 quoted sites.

The full study, all countries

One page per country: France · Belgium

See where your clients stand