# Bo Bun Vivienne: Agent-Direct Score B (72.3%)

Site: https://www.bobunvivienne.fr/
Report: https://directindex.org/r/bobunvivienne.fr
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Bo Bun Vivienne is mostly ready for agents.

## What to fix first
- **Structured data is incomplete.** Missing: address, telephone. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering only through ubereats.** Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **No llms.txt.** 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

## 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 (FastFoodRestaurant).** opening hours
- **Menu or price list with prices on the page.** Agents can read items and prices directly.

## Where it stands
Rank 967 of 3374 in Paris (top 29%).

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

Nearest places with a similar menu: Tham's (F, 344 m, https://directindex.org/r/thams.fr); Mắm From Hanoï (C, 557 m, https://directindex.org/r/truthfulteatalks.com); Pho Bar (B, 642 m, https://directindex.org/r/phobarparis.com); Emi-Lee (F, 822 m, https://directindex.org/r/emi-lee.fr); Ha Noi 1988 Gác Manger (B, 1032 m, https://directindex.org/r/viet-eat.com); We Cantine (A, 1277 m, https://directindex.org/r/wecantine.fr); Têt (C, 1970 m, https://directindex.org/r/restaurant-tet.com); Bodhi Vegan (C, 2159 m, https://directindex.org/r/bodhivegan.fr); Rouge DO (F, 2161 m, https://directindex.org/r/rougedo.com); Saigona (B, 2196 m, https://directindex.org/r/saigona.fr).

## 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 | 19 | 25 |
| actionable | 3 | 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/bobunvivienne.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: yes
- OAuth protected resource metadata: yes
- 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=bobunvivienne.fr&force=1