# Cambridge Oral Surgery: Agent-Direct Score C (68.8%)

Site: https://www.cambridgeos.com/
Report: https://directindex.org/r/cambridgeos.com
Scanned: 2026-10-14 (provisional: the assistant citation check pending)
Cambridge Oral Surgery is partly visible to agents.

## Direct links
- Book: https://cambridgeos.com/socket-preservation-procedure/ (on the business's own site)
- Phone: +1-617-665-7275

## What to fix first, by points
- **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 with services and prices as text and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: what to paste

llms.txt draft:

```
# Cambridge Oral Surgery

> physician in Massachusetts Avenue 2353 02140 Cambridge, Boston dentists, clinics and vets. Phone +1-617-665-7275.

## Book or order directly

- Book: https://cambridgeos.com/socket-preservation-procedure/ (on the business's own site)

## About

- Website: https://www.cambridgeos.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.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (LocalBusiness).** address, phone, opening hours
- **Appointments on your own site.** Agents can book an appointment without a marketplace in the loop.

## Where it stands
Rank 16 of 102 in Boston dentists, clinics and vets (top 16%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 91% | yes |
| Publish the menu or price list as HTML | 9% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 91% | yes |
| Structured data with address, phone and hours | 55% | yes |
| Have an llms.txt | 36% | no |

Nearest places in the index: North Cambridge Dental (D, 72 m, https://directindex.org/r/northcambridgedental.com); Davis Squre Family Practice (D, 517 m, https://directindex.org/r/dsfamilypractice.com); Boston Sports Medicine (C, 571 m, https://directindex.org/r/baystatept.com); Dental Arts (C, 685 m, https://directindex.org/r/dentalartsdavissquare.com); One Medical Primary Care Clinic (F, 1243 m, https://directindex.org/r/onemedical.com); VEG (D, 1496 m, https://directindex.org/r/veg.com); Cambridge Pediatric Dental Associates (D, 1537 m, https://directindex.org/r/cambridgepediatricdental.com); Taylor & Sullivan Plastic Surgery (D, 2487 m, https://directindex.org/r/massplasticsurgeons.com); Kappa Dental Group (D, 2781 m, https://directindex.org/r/kappadental.com); Tandem Vet Care (B, 2783 m, https://directindex.org/r/tandem.vet).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

Against its peers: Sites built with WordPress average 57% (26% A or B, 35830 sites); this site 68.8%.

What an AI agent reads on this site: https://directindex.org/r/cambridgeos.com/agent-view

Read by AI agents 3 times this month.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 15 | 25 |
| actionable | 15 | 30 |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/cambridgeos.com
- 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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=cambridgeos.com&force=1