# Le Papillon: Agent-Direct Score D (45.1%)

Site: https://www.cafelepapillon.com/
Report: https://directindex.org/r/cafelepapillon.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 Papillon is hard for agents to use.

## Direct links
- Phone: +331 43 73 38 55

## 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
- **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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 Papillon",
  "url": "https://www.cafelepapillon.com/",
  "telephone": "+331 43 73 38 55",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Rue de Bagnolet 144"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.8616234,
    "longitude": 2.4058937
  },
  "openingHours": "Mo-Fr 08:00-01:00; Sa-Su 09:00-01:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "08:00",
      "closes": "01:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "09:00",
      "closes": "01:00"
    }
  ]
}
</script>
```

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

```
# Le Papillon

> cafe or coffee shop in Rue de Bagnolet 144, Paris cafes and bars. Phone +331 43 73 38 55.

## Opening hours

Mo-Fr 08:00-01:00; Sa-Su 09:00-01:00

## About

- Website: https://www.cafelepapillon.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.** There is no robots.txt, which allows everything.
- **Structured data present (Organization).** but without address, phone or hours

## Where it stands
550 of 936 in Paris cafes and bars. Top 59% 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% | no |
| Structured data with address, phone and hours | 54% | no |
| Have an llms.txt | 41% | no |

Nearest places in the index: La Flèche d'or (F, 323 m, https://directindex.org/r/flechedor.org); Charlotte (A, 594 m, https://directindex.org/r/lacollinegambetta.com); La Chope (B, 769 m, https://directindex.org/r/lachopedu20eme.com); Café Gizèle (D, 917 m, https://directindex.org/r/coffeeshopcompany.com); Aux Ours (B, 947 m, https://directindex.org/r/auxours.fr); Salon Clema (C, 1218 m, https://directindex.org/r/salonclema.com); Le Styx (A, 1274 m, https://directindex.org/r/lestyxbar.com); 88 Menilmontant (B, 1320 m, https://directindex.org/r/labellevilloise.com); Gush! (C, 1355 m, https://directindex.org/r/gush-bar.com); Batistou (A, 1370 m, https://directindex.org/r/batistou-paris.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/cafelepapillon.com/agent-view

## Businesses like Le Papillon in Paris cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Paris cafes and bars | 936 | 46% | 26% | 45.1% |

The best of Same kind in Paris cafes and bars: 5 Pailles (A 100%, https://directindex.org/r/5pailles.com); Brasserie Valma (A 100%, https://directindex.org/r/brasserie-valma.fr); Cafe Français (A 100%, https://directindex.org/r/cafe-francais.fr); Café Gisèle (A 100%, https://directindex.org/r/cafe-gisele.com); La Belle Équipe (A 100%, https://directindex.org/r/labelleequipecharonne.fr).

With the three fixes above (No booking or ordering path at all; No menu or price list found; The server turns AI crawlers away at the door) the score would be about 86.2%: 71st of 936 in Paris cafes and bars, up from 550th.

## The direct record
What agents get for Le Papillon, as JSON: https://directindex.org/api/direct/cafelepapillon.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Mo-Fr 08:00-01:00; Sa-Su 09:00-01:00 (closed now) (from OpenStreetMap)
- Phone: +331 43 73 38 55

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 18.3 | 25 |
| Readable | 9 | 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/cafelepapillon.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: 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/cafelepapillon.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=cafelepapillon.com&force=1