# Sensation vanille: Agent-Direct Score C (64.6%)

Site: https://sensationvanille.fr/
Report: https://directindex.org/r/sensationvanille.fr
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Sensation vanille is partly visible to agents.

## Direct links
- Phone: +33 9 84 44 72 21

## What to fix first
- **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page 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. Save as /llms.txt at the root of the site.

```
# Sensation vanille

> cafe or coffee shop in Lyon cafes and bars. Phone +33 9 84 44 72 21.

## Opening hours

Tu-Sa 07:00-19:00; Su 07:00-13:00; PH 07:30-13:00

## About

- Website: https://sensationvanille.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.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Store).** address, phone, opening hours

## Where it stands
57 of 250 in Lyon cafes and bars. Top 23% 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 | 88% | no |
| Publish the menu or price list as HTML | 76% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 32% | yes |
| Have an llms.txt | 24% | no |

Nearest places in the index: Pépouze (D, 1692 m, https://directindex.org/r/wixsite.com); Fika (D, 1697 m, https://directindex.org/r/fikalyon.fr); La Terrasse (D, 1727 m, https://directindex.org/r/la-terrasse-trion.fr); Café des adjoints (C, 1727 m, https://directindex.org/r/cafedesadjoints.fr); Le Dystopik (C, 1746 m, https://directindex.org/r/ledystopik.fr); Wassaï (C, 1754 m, https://directindex.org/r/wassai.fr); Barãgones (D, 1755 m, https://directindex.org/r/baragones.fr); Paddy's Corner (B, 1759 m, https://directindex.org/r/paddyscorner.com); La Relève (B, 1768 m, https://directindex.org/r/lareleve-lyon.fr); La Maison M (F, 1793 m, https://directindex.org/r/mmlyon.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.

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

## Businesses like Sensation vanille in Lyon cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Lyon cafes and bars | 250 | 40% | 13% | 64.6% |

The best of Same kind in Lyon cafes and bars: Le Rancard (A 100%, https://directindex.org/r/lerancard.com); Le Coup de Pelle (A 97.5%, https://directindex.org/r/lecoupdepelle.fr); Carmelo - Big Mamma (A 93.8%, https://directindex.org/r/bigmammagroup.com); Le F2 (A 90%, https://directindex.org/r/lef2.com); La Barge (A 87.5%, https://directindex.org/r/labarge-lyon.fr).

With the two fixes above (No booking or ordering path at all; No menu or price list found) the score would be about 95.4%: 3rd of 250 in Lyon cafes and bars, up from 57th.

## The direct record
What agents get for Sensation vanille, as JSON: https://directindex.org/api/direct/sensationvanille.fr
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Tu-Sa 07:00-19:00; Su 07:00-13:00; PH 07:30-13:00 (closed now) (from OpenStreetMap)
- Phone: +33 9 84 44 72 21

## 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 | 2 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/sensationvanille.fr
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- 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: 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/sensationvanille.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=sensationvanille.fr&force=1