# Le Lamarck: Agent-Direct Score A (87.7%)

Site: https://www.lelamarck.fr
Report: https://directindex.org/r/lelamarck.fr
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Le Lamarck is ready for agents.

## What to fix first
- **Menu is a PDF.** Most agents skip PDFs or read them badly. Publish the menu as HTML, keep the PDF as a download. 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 (Restaurant).** address, phone, opening hours
- **Booking through zenchef on your own domain.** No marketplace commission, and the guest stays yours.

## Where it stands
Rank 359 of 3374 in Paris (top 11%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 100% | yes |
| Publish the menu or price list as HTML | 93% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes |
| Structured data with address, phone and hours | 86% | yes |
| Have an llms.txt | 58% | yes |

Nearest places in the index: Loulou Montmartre (A, 8 m, https://directindex.org/r/louloumontmartre.com); Le Cabanon de la Butte (A, 9 m, https://directindex.org/r/lecabanondelabutte.fr); Babalou Pasta (B, 16 m, https://directindex.org/r/babaloupasta.com); Hardware Société (B, 19 m, https://directindex.org/r/hardwaresociete.com); Babalou (B, 33 m, https://directindex.org/r/restaurantbabalou.fr); L'Été en Pente Douce (B, 70 m, https://directindex.org/r/eteenpentedouce.com); Sarté (D, 151 m, https://directindex.org/r/sarterestaurant.com); Burger de Chez Naëlle (B, 220 m, https://directindex.org/r/metro.biz); Toloache (C, 220 m, https://directindex.org/r/toloacheparis.com); Gavroche (B, 224 m, https://directindex.org/r/parisgavroche.com).

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 22 | 25 |
| actionable | 10 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

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

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