Cambridge dentists, clinics and vets: which businesses can AI agents use?
Every dentist, clinic, doctor's practice, physiotherapist and vet in Cambridge that has its own website gets the same scan. So far 27 of 31 distinct websites have been scanned.
businesses in OpenStreetMap
distinct business websites (a chain's site counts once)
of scanned sites turn an AI crawler away at the edge
score A or B so far
A 0 · B 5 · C 18 · D 3 · F 1
A score stays provisional until its site has had the action test and the citation check. Methodology · Markdown · JSON.
Ranked by Agent-Direct Score
If one of these is yours, open its page to rescan or claim it. 19 places you can book or order from directly →
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 1 | Autograph Dental Cambridge autographdentalcambridge.co.uk | B 84.6% | none | own site | open |
| 2 | Cambridge Dental Hub cambridgedentalhub.co.uk | B 75.4% | none | own site | open |
| 3 | Newmarket Road Dentistry newmarketroaddentistry.co.uk | B 75.4% | none | own site | open |
| 4 | Physiofit physiofitcambridge.co.uk | B 75.4% | none | own site | open |
| 5 | Spinal Physio Cambridge spinalphysio.co.uk | B 75.4% | none | own site | open |
| 6 | ToothStation toothstation.co.uk | C 68.8% | none | own site | blocked |
| 7 | Devonshire House Dental Practice devonshirehousedental.co.uk | C 67.7% | none | vendor on own site | open |
| 8 | Advanced Aesthetics Of Cambridge denturescambridge.com | C 63.1% | none | own site | open |
| 9 | Bridge Street Medical Centre bridgestreetmedicalcentre.com | C 63.1% | none | own site | open |
| 10 | Bupa Dental Care bupa.co.uk | C 63.1% | none | own site | open |
| 11 | Cambridge Access Surgery mhcambridgeaccess.co.uk | C 63.1% | none | own site | open |
| 12 | Lensfield Medical Practice lensfieldpractice.org | C 63.1% | none | third party | open |
| 13 | Optical Express opticalexpress.co.uk | C 63.1% | none | own site | open |
| 14 | Petersfield Medical Practice petersfieldmedicalpractice.co.uk | C 63.1% | none | own site | open |
| 15 | York Street Medical Practice yorkstreetmedicalpractice.nhs.uk | C 63.1% | none | own site | open |
| 16 | Arbury Road Veterinary Surgery cvsvets.com | C 61.5% | none | none | open |
| 17 | Cambridge Dialysis Unit nephrocare.com | C 61.5% | none | own site | open |
| 18 | Cambridge IVF cambridge-ivf.nhs.uk | C 61.5% | none | own site | open |
| 19 | East Barnwell Health Centre eastbarnwellhealthcentre.nhs.uk | C 61.5% | none | own site | open |
| 20 | well:o wellohello.co.uk | C 61.5% | none | third party | open |
| 21 | My Orthodontist mydentist.co.uk | C 58.5% | none | own site | open |
| 22 | Cherry Hinton Dental Centre cherryhintondental.co.uk | C 55.4% | none | vendor on own site | open |
| 23 | Green Tree Dental greentreedental.co.uk | C 55.4% | none | none | open |
| 24 | Cherry Hinton Branch Surgery www.nhs.uk | D 43.1% | none | none | open |
| 25 | Trumpington Street Medical Practice trumpingtonstreetmedicalpractice.co.uk | D 43.1% | none | none | open |
Show all 27
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 26 | Cambridge Dental Ceramics cambridgedentalceramics.co.uk | D 40.5% | none | none | blocked |
| 27 | Trumpington Street Dentistry trumpingtonstreetdentistry.co.uk | F 20% | none | none | open |
What the index found in Cambridge dentists, clinics and vets
| none | 27 |
| own site | 17 |
| none | 6 |
| third party | 2 |
| vendor on own site | 2 |
| Wordpress | 13 |
| Unknown | 11 |
| Squarespace | 2 |
| Wix | 1 |
| Turn at least one away at the edge | 2 |
| Block one in robots.txt | 2 |
| Turn away every visitor without a browser | 0 |
| Didn't answer in time | 0 |
| Unreachable from the scanner | 0 |
| No working site (dead address) | 4 |
The menu, channel and builder counts cover the 27 sites the scanner could read; the AI crawler counts cover all 27 scanned sites. Each uses the latest scan. The listings come from OpenStreetMap. Businesses without their own website are counted but not scanned. Another 4 have an address that no longer answers (dead domain, bad certificate or server down). They're counted with the businesses that have no website and left out of the ranking.
Where assistants send people in Cambridge dentists, clinics and vets
Of 24 answers from ChatGPT and Gemini, 100% link a business's own site or its booking software and 0% link a marketplace. The five destinations linked most:
| Destination | Kind | Answers | Share |
|---|---|---|---|
| The businesses' own sites | own site | 24 | 100% |
| nhs.uk | directory | 4 | 17% |
| Jane | vendor, direct | 3 | 13% |
| cambsphysioclinic.co.uk | other site | 2 | 8% |
| dentalhealthcareeoe.nhs.uk | other site | 2 | 8% |
The full league table, assistant by assistant → · The places named, question by question
What assistants recommend in Cambridge dentists, clinics and vets
Each assistant was asked the way people ask, with web search on, for up to three places and a link to book or order directly with each. For the places it recommended, the table shows how many came with a link to the place's own site, to a marketplace or to a directory, and how many came with no link at all.
| Assistant | Own site or direct | Marketplace | Directory | No link | Places |
|---|---|---|---|---|---|
| ChatGPT | 100% | 0% | 0% | 0% | 34 |
| Gemini | 88% | 0% | 0% | 13% | 40 |
Asked on 2026-10-23. A place in this index links to its report, and one with its own site that isn't in the index yet links to a scan. When a cell says "no link", the assistant named the place but didn't link to its site. Across the 12 questions, the assistants named 40 different places. This index has 69 businesses. Question by question →
Cambridge dentists, clinics and vets, month by month
Each month gets its own dated page, and its numbers are final once the month is over. The table shows the share of sites that turn AI crawlers away, the share that take bookings or orders on their own domain, and how many score A or B.
| Month | Sites scanned | Turn a crawler away | Direct booking or ordering | A or B |
|---|---|---|---|---|
| October 2026 so far | 27 | 7% | 70% | 5 |
Cambridge, by kind
Each kind of business has its own index, and every index gets the same scan. This page is the dentists, clinics and vets index.
| Kind | Businesses | Has a website | Sites scanned | Grades |
|---|---|---|---|---|
| restaurants and fast food | 272 | 155 | 124 | A 29 · B 45 · C 23 · D 8 · F 19 |
| cafes and bars | 254 | 136 | 85 | A 7 · B 23 · C 23 · D 14 · F 18 |
| hairdressers and beauty salons | 137 | 54 | 48 | A 0 · B 10 · C 16 · D 12 · F 10 |
| dentists, clinics and vets this page | 69 | 33 | 27 | A 0 · B 5 · C 18 · D 3 · F 1 |
| tours, attractions and museums | 21 | 15 | 8 | A 0 · B 2 · C 2 · D 2 · F 2 |
2 of them are chain outlets. A chain's site is scanned once and counted once in the rankings.
Can an agent transact in Cambridge dentists, clinics and vets?
1 of 27 reachable sites expose a rail an agent could transact through: UCP profile 1. Measured, not scored.
A rail is a UCP profile, an ACP discovery document, an MCP server card, or an ordering vendor that takes orders placed by assistants (Square and Toast, and any vendor whose terms allow agents). Counted from the latest scan of each site; older scans were not measured. Methodology · vendor terms for agents.