# Le Solférino: Agent-Direct Score F (38.5%)

Site: https://lesolferinoparis.com/
Report: https://directindex.org/r/lesolferinoparis.com
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.)
Le Solférino is largely invisible to agents.

## Direct links
- Phone: +33 1 45 51 55 14

## What to fix first
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering path at all.** (+15 points) Agents have nothing to act on. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Menu or price list lives on another site.** (+5 points) The link points to menuonline.fr, so the credit and the traffic go there. Guide: https://directindex.org/guides/menu-pdf-ai
- **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript
- **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

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Le Solférino",
  "url": "https://lesolferinoparis.com/",
  "telephone": "+33 1 45 51 55 14",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.859329,
    "longitude": 2.322665
  },
  "servesCuisine": [
    "french"
  ],
  "hasMenu": "https://menuonline.fr/"
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# Le Solférino

> cafe or coffee shop (french) in Paris cafes and bars. Phone +33 1 45 51 55 14.

## Book or order directly

- Menu: https://menuonline.fr/

## About

- Website: https://lesolferinoparis.com/
- 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.

## Where it stands
617 of 936 in Paris cafes and bars. Top 66% 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 | 99% | no |
| Publish the menu or price list as HTML | 93% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 54% | no |
| Have an llms.txt | 41% | no |

Nearest places with a similar menu: Relais Madeleine (C, 1039 m, https://directindex.org/r/restaurant-relais-madeleine.com); Le Petit Café Cojean (D, 1126 m, https://directindex.org/r/cojean.fr); Le Petit Vendôme (B, 1172 m, https://directindex.org/r/lepetitvendome.fr); Le Chai Saint-Germain (C, 1188 m, https://directindex.org/r/lechaisaintgermain.com); Marcelle (A, 1198 m, https://directindex.org/r/restaurantmarcelle.fr); Le Buci (F, 1308 m, https://directindex.org/r/le-buci.com); Kozy Bosquet (C, 1335 m, https://directindex.org/r/kozy.fr); Brasserie des Arts (A, 1591 m, https://directindex.org/r/brasserie-des-arts.com); Le Président (C, 1643 m, https://directindex.org/r/lepresident.paris); Café Montparnasse (B, 1679 m, https://directindex.org/r/cafemontparnasse.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/lesolferinoparis.com/agent-view

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 23 | 25 |
| Readable | 2 | 25 |
| Actionable | 0 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/lesolferinoparis.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: 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: no

Deep report: https://directindex.org/r/lesolferinoparis.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=lesolferinoparis.com&force=1
