# Brighton Family Dental Group, LLP: Agent-Direct Score B (75.4%) Site: http://www.brightonfamilydental.org/ Report: https://directindex.org/r/brightonfamilydental.org Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Brighton Family Dental Group, LLP is mostly ready for agents. An AI assistant can open Brighton Family Dental Group, LLP's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://brightonfamilydental.org/request-appointment/ (on the business's own site) - Phone: +16175625210 - Address: 77 Warren St, Boston 02135 ## Nearby, also direct Places near Brighton Family Dental Group, LLP that take a booking or an order on their own website, with no marketplace in between. - Dr. Anthony Z. Dash, Md (0 m): https://directindex.org/r/optum.com - Herr Betty E Md Psychtrst (0 m): https://directindex.org/r/hillsideassociates.org - Soft Touch Dentistry (350 m): https://directindex.org/r/softtouchdentistry.net - Matthew Ingham, Md (390 m): https://directindex.org/r/signature-healthcare.org - Richard Silverman, Md (390 m): https://directindex.org/r/ricksilverman.com ## What to fix first - **No list of services and prices found.** (+7 points) Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Brighton Family Dental Group, LLP > organization in 77 Warren St, Boston 02135, Boston dentists, clinics and vets. Phone +16175625210. ## Book or order directly - Book: https://brightonfamilydental.org/request-appointment/ (on the business's own site) ## About - Website: http://www.brightonfamilydental.org/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (Organization).** no address, phone or hours in it - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 51 of 478 in Boston dentists, clinics and vets. Top 11% of the sites scanned in this index. | What the top 10% of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 96% | yes | | Publish the menu or price list as HTML | 2% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes | | Structured data with address, phone and hours | 31% | no | | Have an llms.txt | 39% | no | Nearest places in the index: Dr. Anthony Z. Dash, Md (C, 1 m, https://directindex.org/r/optum.com); Herr Betty E Md Psychtrst (C, 1 m, https://directindex.org/r/hillsideassociates.org); Peter LaCamera, MD (F, 25 m, https://directindex.org/r/ildcollaborative.org); Pregnancy Help (D, 48 m, https://directindex.org/r/pregnancyhelpboston.org); Soft Touch Dentistry (D, 350 m, https://directindex.org/r/softtouchdentistry.net); Addiction Medicine at St. Elizabeth's Medical Center (D, 389 m, https://directindex.org/r/bmchealthsystem.org); Manish Tandon Md (D, 390 m, https://directindex.org/r/manishtandonmd.com); Matthew Ingham, Md (C, 390 m, https://directindex.org/r/signature-healthcare.org); Richard Silverman, Md (B, 390 m, https://directindex.org/r/ricksilverman.com); New England Plastic Surgical Assoc. (F, 440 m, https://directindex.org/r/cosmeticsurgeryexperts.com). ## What assistants answer The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included. The assistants were asked 12 everyday questions about Boston dentists, clinics and vets and named 53 places. Brighton Family Dental Group, LLP wasn't one of them. See who was named: https://directindex.org/city/boston-clinics/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 251601 sites); This site 75.4%. See what an AI agent reads on this site: https://directindex.org/r/brightonfamilydental.org/agent-view ## Businesses like Brighton Family Dental Group, LLP in Boston dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Boston dentists, clinics and vets | 478 | 50% | 22% | 75.4% | | Sites built with WordPress in Boston dentists, clinics and vets | 198 | 61% | 36% | 75.4% | The best of the sites built with WordPress in Boston dentists, clinics and vets: Boston Animal Hospital (B 84.6%, https://directindex.org/r/bostonanimalhosp.com); Boston Center For Pregnancy Choices (B 84.6%, https://directindex.org/r/bostonpregnancycenter.org); Boston Center for Oral Health (B 84.6%, https://directindex.org/r/bcoh.com); Commonwealth Dental Group (B 84.6%, https://directindex.org/r/cdgboston.com); Pacer Physical Therapy (B 84.6%, https://directindex.org/r/pacerphysicaltherapy.com). With the two fixes above (No list of services and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 478 in Boston dentists, clinics and vets. ## The direct record What agents get for Brighton Family Dental Group, LLP, as JSON: https://directindex.org/api/direct/brightonfamilydental.org - Book: https://brightonfamilydental.org/request-appointment/ (own site; found by the scan of 2026-10-23, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: +16175625210 - Stable links that count: https://directindex.org/go/brightonfamilydental.org/book ## Can an agent transact? Measured, not scored (the score stays at spec v1.0). - UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): no - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no - MCP server card (/.well-known/mcp/server-card.json): no - Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): no ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 9 | 25 | | Actionable | 15 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/brightonfamilydental.org - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: yes - AI bot rules in robots.txt: yes - Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md) - Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md) - llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md) - API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md) - MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md) - A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md) - Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md) - OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md) - OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md) - auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md) - Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md) - ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md) - DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md) - WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md) - JSON-LD for the business: yes Keep watching this business (https://directindex.org/r/brightonfamilydental.org/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/brightonfamilydental.org/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers. Methodology: https://directindex.org/methodology ยท Rescan now: https://directindex.org/scan?url=brightonfamilydental.org&force=1