# Robert H. Cohen, MD: Agent-Direct Score B (77.5%)

Site: https://roberthcohenmd.com
Report: https://directindex.org/r/roberthcohenmd.com
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Robert H. Cohen, MD is mostly ready for agents.

## Direct links
- Book directly: https://roberthcohenmd.com/schedule-a-consult/ (on the business's own site)
- Phone: +1 323-590-8079

## What to fix first
- **No price list of services found.** (+7 points) Agents answer 'what do they offer and what does it cost' from marketplaces and 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

## 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
15 of 168 in Los Angeles hairdressers and beauty salons. Top 9% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 53% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 18% | yes |
| Have an llms.txt | 53% | yes |

Nearest places in the index: The M Salon (C, 210 m, https://directindex.org/r/msalonbeverlyhills.com); Salon Kazumi (C, 216 m, https://directindex.org/r/salonkazumi.com); Sugar Nails (F, 1577 m, https://directindex.org/r/mysugarnail.com); Pixi Beauty Boutique (C, 1632 m, https://directindex.org/r/pixibeauty.com); Fabulicious (C, 1745 m, https://directindex.org/r/fabulicious.us); Maus's (D, 2064 m, https://directindex.org/r/maudsofbeverlyhills.com); Skin Laundry (F, 2268 m, https://directindex.org/r/skinlaundry.com); Massage in LA (C, 2325 m, https://directindex.org/r/massageinla.com); Nails by Design and Spa (F, 2987 m, https://directindex.org/r/nailsbydesignspa.com); Straight Hair by Ana (D, 3017 m, https://directindex.org/r/straighthairbyana.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites built with WordPress 58% (28% A or B, 36794 sites); This site 77.5%.

See what an AI agent reads on this site: https://directindex.org/r/roberthcohenmd.com/agent-view

## Businesses like Robert H. Cohen, MD in Los Angeles hairdressers and beauty salons

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Los Angeles hairdressers and beauty salons | 168 | 41% | 19% | 77.5% |
| Built with WordPress in Los Angeles hairdressers and beauty salons | 34 | 59% | 26% | 77.5% |

The best of Built with WordPress in Los Angeles hairdressers and beauty salons: Mahbod Style (B 81.6%, https://directindex.org/r/mahbodstyle.com); Glamo'r Hair Studio (B 80%, https://directindex.org/r/glamorhairstudio.com); Salon Republic (B 76.9%, https://directindex.org/r/salonrepublic.com); Spa Pura (B 76.9%, https://directindex.org/r/myspapura.com); Trendy Nails (B 76.3%, https://directindex.org/r/trendynailsca.com).

With the fix above (No price list of services found) the score would be about 86.3%: 3rd of 168 in Los Angeles hairdressers and beauty salons, up from 15th.

## The direct record
What agents get for Robert H. Cohen, MD, as JSON: https://directindex.org/api/direct/roberthcohenmd.com
- Book: https://roberthcohenmd.com/schedule-a-consult/ (own site; could not verify: partial (2026-10-14))
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +1 323-590-8079
- Stable links that count: https://directindex.org/go/roberthcohenmd.com/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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 22 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

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

Deep report: https://directindex.org/r/roberthcohenmd.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=roberthcohenmd.com&force=1