# Kennedy Brothers Physical Therapy: Agent-Direct Score D (50.8%) Site: https://kennedybrospt.com Report: https://directindex.org/r/cryofreezeoh.com 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.) Kennedy Brothers Physical Therapy is hard for agents to use. An AI assistant can open Kennedy Brothers Physical Therapy's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: 6175426611 - Address: 45 Franklin St, 02110-1334, Boston - Prices: 14 prices on the site, the middle one $235 ## Nearby, also direct Places near Kennedy Brothers Physical Therapy that take a booking or an order on their own website, with no marketplace in between. - Devonshire Dental of Boston (120 m): https://directindex.org/r/devonshiredental.net - Norman J. Hammer, M.s., D.d.s. (240 m): https://directindex.org/r/godental365.com - Acro Dental Boston (270 m): https://directindex.org/r/acrodentalboston.com ## What to fix first - **No online booking link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add an online appointment page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 - **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 ## What the site tells visitors (Measured, not scored) - **14 prices on the landing page, the middle one $235.** ## 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. ``` # Kennedy Brothers Physical Therapy > organization in 45 Franklin St, 02110-1334, Boston, Boston dentists, clinics and vets. Phone 6175426611. ## About - Website: https://kennedybrospt.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed. - **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 ## Where it stands 261 of 468 in Boston dentists, clinics and vets. Top 56% 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% | no | | 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 | 28% | no | | Have an llms.txt | 38% | no | Nearest places in the index: Carol L Aiken, Dds (F, 64 m, https://directindex.org/r/carolaikendds.com); Kyruus (F, 92 m, https://directindex.org/r/kyruushealths.com); AllOne Health Resources (C, 95 m, https://directindex.org/r/allonehealth.com); Katrinka L. Heher, Md Facs (F, 116 m, https://directindex.org/r/katrinkahehermd.com); Devonshire Dental of Boston (C, 124 m, https://directindex.org/r/devonshiredental.net); Carbon Health Urgent and Primary Care (D, 170 m, https://directindex.org/r/carbonhealth.com); Hair Club (C, 226 m, https://directindex.org/r/hairclub.com); Norman J. Hammer, M.s., D.d.s. (B, 235 m, https://directindex.org/r/godental365.com); Congress Dental (D, 267 m, https://directindex.org/r/arlingtondentalsmile.com); Acro Dental Boston (C, 273 m, https://directindex.org/r/acrodentalboston.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. Compared with its peers: Sites built with Webflow 57% (23% A or B, 6169 sites); This site 50.8%. See what an AI agent reads on this site: https://directindex.org/r/cryofreezeoh.com/agent-view ## Businesses like Kennedy Brothers Physical Therapy 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 | 468 | 50% | 22% | 50.8% | | Sites built with Webflow in Boston dentists, clinics and vets | 10 | 49% | 0% | 50.8% | The best of the sites built with Webflow in Boston dentists, clinics and vets: Lucca Oral & Facial Surgery (C 63.1%, https://directindex.org/r/luccaofs.com); The Method Performance and Physical Therapy (C 63.1%, https://directindex.org/r/themethodpt.com); Leather District Dental (C 55.4%, https://directindex.org/r/leatherdistrictdental.com); Boston University-Boston Medical Center Cancer Center (D 49.2%, https://directindex.org/r/zoom.us); Smilebar (D 49.2%, https://directindex.org/r/smilebar.com). With the three fixes above (No online booking link on the website; Structured data is incomplete; No list of services and prices found), the score would be about 95.4%, which would be first of 468 in Boston dentists, clinics and vets. ## The direct record What agents get for Kennedy Brothers Physical Therapy, as JSON: https://directindex.org/api/direct/cryofreezeoh.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 6175426611 ## 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 | 8 | 25 | | Actionable | 0 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/cryofreezeoh.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/cryofreezeoh.com/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/cryofreezeoh.com/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=cryofreezeoh.com&force=1