# Chez Mama Africa: Agent-Direct Score B (81.3%)

Site: https://chezmamaafricamarseille.fr/
Report: https://directindex.org/r/chezmamaafricamarseille.fr
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Chez Mama Africa is mostly ready for agents.

## Direct links
- Book directly: https://chezmamaafricamarseille.fr/fr/reservations (on the business's own site)
- Menu: https://chezmamaafricamarseille.fr/fr/menu/la-carte
- Phone: +33 4 91 33 75 33

## What to fix first
- **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. Save as /llms.txt at the root of the site.

```
# Chez Mama Africa

> restaurant (african) in Marseille. Phone +33 4 91 33 75 33.

## Book or order directly

- Book: https://chezmamaafricamarseille.fr/fr/reservations (on the business's own site)
- Menu: https://chezmamaafricamarseille.fr/fr/menu/la-carte

## Opening hours

Tu-Su 11:30-23:30

## About

- Website: https://chezmamaafricamarseille.fr/
- 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 (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
35 of 281 in Marseille. Top 12% 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 | 97% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 31% | yes |
| Have an llms.txt | 28% | no |

Nearest places in the index: l'Oleas (D, 39 m, https://directindex.org/r/blogspot.com); Ashourya (A, 47 m, https://directindex.org/r/ashourya.fr); Gerarh (A, 61 m, https://directindex.org/r/gerarh.fr); Le Diamant Noir (F, 116 m, https://directindex.org/r/lediamantnoir-marseille.fr); Le ventre de la baleine (D, 169 m, https://directindex.org/r/labaleinemarseille.com); Limmat (F, 174 m, https://directindex.org/r/limmatmarseille.com); Mame Diarra (B, 184 m, https://directindex.org/r/mame-diarra-marseille.fr); Le jardin d'à côté (D, 201 m, https://directindex.org/r/lejardindacote.com); Le Ziguinchor (D, 205 m, https://directindex.org/r/restaurant-ziguinchor.com); Côté Cours (D, 251 m, https://directindex.org/r/bistronomie-yasmine.fr).

## 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.

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 15 | 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/chezmamaafricamarseille.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: 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

Deep report: https://directindex.org/r/chezmamaafricamarseille.fr/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=chezmamaafricamarseille.fr&force=1