Every dentist, clinic, doctor's practice, physiotherapist and vet in Boston with its own website, scanned the same way. 97 of 106 scanned so far.
businesses in OpenStreetMap
have their own website on record
of reachable sites turn an AI crawler away at the edge
score A or B so far
A 1 · B 27 · C 26 · D 16 · F 27
Scores are provisional where the action test or the citation check is still to come. Methodology · Markdown · JSON.
| none | 80 |
| HTML page | 1 |
| own site | 49 |
| none | 22 |
| third party | 8 |
| vendor on own site | 2 |
| Wordpress | 38 |
| Unknown | 32 |
| Squarespace | 6 |
| Webflow | 2 |
| Wix | 2 |
| Weebly | 1 |
| Turn at least one away at the edge | 28 |
| Block one in robots.txt | 1 |
| Turn every visitor without a browser away | 13 |
| Did not answer in time | 0 |
| Unreachable from our scanner | 16 |
| No working site (dead address) | 9 |
Counts are over the 81 reachable sites, latest scan of each. Listings come from OpenStreetMap; businesses without a website of their own are counted but not scanned. 9 more have an address that no longer answers (dead domain, bad certificate or server down); they count next to the businesses without a website and stay out of the ranking.
Each kind of business is its own index, scanned the same way. This page is the dentists, clinics and vets index.
| Kind | Businesses | Own site | Sites scanned | Grades |
|---|---|---|---|---|
| restaurants and fast food | 2,115 | 930 | 839 | A 142 · B 199 · C 145 · D 95 · F 258 |
| cafes and bars | 697 | 275 | 250 | A 30 · B 62 · C 58 · D 36 · F 64 |
| hairdressers and beauty salons | 457 | 152 | 132 | A 2 · B 19 · C 46 · D 22 · F 43 |
| dentists, clinics and vets this page | 257 | 106 | 97 | A 1 · B 27 · C 26 · D 16 · F 27 |
| tours, attractions and museums | 163 | 62 | 56 | A 2 · B 5 · C 16 · D 10 · F 23 |
A dated page per month, final once the month ends: how many sites turn AI crawlers away, how many take bookings or orders on their own domain, how many score A or B.
| Month | Sites scanned | Turn a crawler away | Direct booking or ordering | A or B |
|---|---|---|---|---|
| October 2026 so far | 106 | 35% | 63% | 28 |
October 2026 so far: 35% of reachable sites turn a crawler away, 63% take a booking or an order on their own domain, 28 score A or B. The chart gains a point each month.
0 of 81 reachable sites expose a rail an agent could transact through. 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.
Own one of these? Open its page to rescan or claim it. 51 places you can book or order from directly →
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 1 | Copley Dental Associates copleydental.com | A 87.5% | none | own site | open |
| 2 | AFC Urgent Care Dedham afcurgentcare.com | B 84.6% | none | own site | open |
| 3 | PURE Cosmetic Center purecosmeticcenter.com | B 84.6% | none | own site | open |
| 4 | Pondside Dental Associates pondsidedental.com | B 84.6% | none | own site | open |
| 5 | Renascence Aesthetic Dermatology renascencema.com | B 84.6% | none | own site | open |
| 6 | South Boston Animal Hospital banfield.com | B 84.6% | none | own site | open |
| 7 | Cambridge Cat Clinic cambridgecatclinic.com | B 81.5% | none | own site | open |
| 8 | Roslindale Pediatrics Associates roslindalepediatrics.org | B 81.5% | none | own site | open |
| 9 | Kendall Psychological Associates kendallpsych.com | B 80% | none | own site | open |
| 10 | Mario Hearing and Tinnitus Clinics mariohearingclinics.com | B 79.5% | none | own site | blocked |
| 11 | Dimock Community Health Center dimock.org | B 78.5% | none | own site | open |
| 12 | METROVET Veterinary Clinic metrovetclinic.com | B 77.5% | none | own site | open |
| 13 | Newbury Dental Associates gentledental.com | B 77.5% | none | own site | open |
| 14 | VCA Brookline vcahospitals.com | B 77.5% | none | own site | open |
| 15 | Beacon Facial Plastic Surgery drwilliamnuma.com | B 75.4% | none | own site | open |
| 16 | Guidelight Health Brighton guidelighthealth.com | B 75.4% | none | own site | open |
| 17 | Jamaica Plain Animal Clinic jpanimalclinic.com | B 75.4% | none | own site | open |
| 18 | LUX Dental Care luxdental.com | B 74.9% | none | own site | blocked |
| 19 | Fenway Community Health Center (Ansin Building) fenwayhealth.org | B 74.1% | HTML page | own site | blocked |
| 20 | ATI Physical Therapy atipt.com | B 73.8% | none | own site | open |
| 21 | Boston Acne Specialists bostonacnespecialists.com | B 73.8% | none | own site | open |
| 22 | Davis Squre Family Practice dsfamilypractice.com | B 73.8% | none | own site | open |
| 23 | Derosa Clinic derosaclinic.com | B 70.8% | none | third party | open |
| 24 | Boston Plastic Surgery bostonplastic.com | B 70% | none | own site | open |
| 25 | CCA Primary Care: Boston Clinic commonwealthcarealliance.org | B 70% | none | own site | open |
| 26 | Ophthalmic Consultants of Boston eyeboston.com | B 70% | none | own site | open |
| 27 | Tandem Vet Care tandem.vet | B 70% | none | own site | open |
| 28 | Tandon Plastic Surgery doctortandon.com | B 70% | none | own site | open |
| 29 | Cloud-9 Float & Wellness cloud9boston.com | C 69.2% | none | third party | open |
| 30 | Akshay Sanan MD Facial Plastic Surgery drsanan.com | C 68.8% | none | own site | open |
| 31 | Cambridge Oral Surgery cambridgeos.com | C 68.8% | none | own site | open |
| 32 | Stuparich & Nouel Dental Associates abostonsmile.com | C 65.9% | none | own site | blocked |
| 33 | Carr & Associates carrdentalassoc.com | C 64.6% | none | none | open |
| 34 | Lutanen Health lutanen.com | C 64.6% | none | none | open |
| 35 | SculptMe mdestheticsus.com | C 64.6% | none | own site | blocked |
| 36 | Advanced Dental Care advanceddentalquincy.com | C 63.1% | none | own site | open |
| 37 | B&G Dental bgdental.com | C 63.1% | none | own site | open |
| 38 | Boston Veterinary Care arlboston.org | C 63.1% | none | own site | open |
| 39 | Dental Associates of New England bostonsmile.com | C 63.1% | none | own site | open |
| 40 | Gentle Dental interdent.com | C 63.1% | none | own site | open |
| 41 | Mark C. Beal & Associates mybackbaydentist.com | C 63.1% | none | own site | open |
| 42 | North Cambridge Dental northcambridgedental.com | C 63.1% | none | own site | open |
| 43 | Pure Dental puredentaljp.com | C 63.1% | none | own site | open |
| 44 | Bond Vet - Watertwon bondvet.com | C 61.5% | none | own site | open |
| 45 | Dr. Maria Vasilakis, DMD drmariadental.com | C 61.5% | none | third party | open |
| 46 | East Cambridge Care Center challiance.org | C 61.5% | none | own site | open |
| 47 | The Smile Institute thesmileinstitute.com | C 61.5% | none | own site | open |
| 48 | Commonwealth Psychology Associates lifestance.com | C 61.3% | none | own site | open |
| 49 | Bay State Physical Therapy - Porter Square baystatept.com | C 60% | none | own site | open |
| 50 | Cambridge Dental Group cambridgedental.net | C 60% | none | none | open |
| 51 | Dental Arts dentalartsdavissquare.com | C 60% | none | own site | open |
| 52 | Boston Veterinary Clinic bostonveterinary.com | C 58.8% | none | own site | open |
| 53 | The Boston Center for Facial Rejuvenation leonardmillermd.com | C 55.4% | none | none | open |
| 54 | Harmony harmonyboston.com | D 53.8% | none | none | open |
| 55 | Center for Pediatric Dental Care & Orthodontics pediatricdentalcare.com | D 52.8% | none | own site | blocked |
| 56 | Soft Touch Dentistry softtouchdentistry.net | D 52.8% | none | own site | blocked |
| 57 | Codman Square Health Center codman.org | D 51.3% | none | own site | open |
| 58 | VEG veg.com | D 50.8% | none | none | open |
| 59 | MIT Health mit.edu | D 49.2% | none | third party | open |
| 60 | Smilebar smilebar.com | D 49.2% | none | third party | open |
| 61 | Visage Sculpture visagesculpture.com | D 49.2% | none | third party | open |
| 62 | Planned Parenthood plannedparenthood.org | D 46.2% | none | third party | blocked |
| 63 | Dr. Dental mydrdental.com | D 43.5% | none | vendor on own site | blocked |
| 64 | Atrius Health Chestnut Hill-West Roxbury atriushealth.org | D 43.1% | none | none | open |
| 65 | Brookside Community Health Center massgeneralbrigham.org | D 43.1% | none | none | open |
| 66 | Cambridge Pediatric Dental Associates cambridgepediatricdental.com | D 43.1% | none | none | open |
| 67 | Kappa Dental Group kappadental.com | D 43.1% | none | none | open |
| 68 | Taylor & Sullivan Plastic Surgery massplasticsurgeons.com | D 43.1% | none | none | open |
| 69 | One Medical Primary Care Clinic onemedical.com | F 38.9% | none | third party | blocked |
| 70 | Mattapan Community Health Center mattapanchc.org | F 38.5% | none | none | open |
| 71 | Merwin Animal Clinic merwinclinic.org | F 38.5% | none | none | open |
| 72 | The Newbury Center thenewburycenter.com | F 38.5% | none | none | open |
| 73 | The Boston Center bostoncentercosmeticsurgery.com | F 35.4% | none | none | open |
| 74 | Harvard Street Dental harvardstreetdental.com | F 33.4% | none | none | blocked |
| 75 | Back Bay Dental Design backbaydentaldesign.com | F 30.8% | none | none | open |
| 76 | Dental Arts of Boston dentalartsofbostonma.com | F 30.8% | none | none | open |
| 77 | Porter Pediatrics porterpediatrics.com | F 20% | none | none | blocked |
| 78 | Aspen Dental aspendental.com | F 0% | unreachable | none | blocked |
| 79 | Brighton Marine Health Center brighton-marine.org | F 0% | unreachable | none | open |
| 80 | Cambridge Smiles cambridgesmiles.com | F 0% | unreachable | none | blocked |
| 81 | Coron Dental corondental.com | F 0% | unreachable | none | blocked |
| 82 | Dentistar mydentistar.com | F 0% | unreachable | none | blocked |
| 83 | Excel Family Dental, PC excelfamilydental.com | F 0% | unreachable | none | blocked |
| 84 | Giangrasso Dental giangrassodental.com | F 0% | unreachable | none | blocked |
| 85 | Heal Veterinary Clinic heal.vet | F 0% | unreachable | none | blocked |
| 86 | Huron Veterinary Hospital huronvethospital.com | F 0% | unreachable | none | blocked |
| 87 | Joseph M. Smith Community Health Center jmschc.org | F 0% | unreachable | none | open |
| 88 | Lown Cardiology Group lowngroup.org | F 0% | unreachable | none | blocked |
| 89 | Massachusetts Eye Plastic Surgery Center eyelidspecialist.com | F 0% | unreachable | none | blocked |
| 90 | My Smile Experience mysmilexp.com | F 0% | unreachable | none | blocked |
| 91 | Sage Family Dental sagefamilydentalboston.com | F 0% | unreachable | none | blocked |
| 92 | Scanlon Physical Therapy Inc. scanlonphysicaltherapy.com | F 0% | unreachable | none | blocked |
| 93 | Trinity Dental trinitydentalboston.com | F 0% | unreachable | none | blocked |