# Cumbia Café: Agent-Direct Score B (84.6%)

Site: http://www.cumbiacafe.com
Report: https://directindex.org/r/cumbiacafe.com
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Cumbia Café is mostly ready for agents.
An AI assistant can open Cumbia Café's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://www.cumbiacafe.com/reservation/ (on the business's own site)
- Order directly: https://www.cumbiacafe.com/?add-to-cart=7354 (on the business's own site)
- Phone: 01 45 86 65 30
- Address: 55 rue Albert, 75013, Paris

## Nearby, also direct
Places near Cumbia Café that take a booking or an order on their own website, with no marketplace in between.
- Wildness Paris - Lancer de haches (120 m): https://directindex.org/r/wildness.fr
- Rue de la Paye (200 m): https://directindex.org/r/cegedim-business-services.com
- Lenouvo Cosmos (450 m): https://directindex.org/r/lenouvo-cosmos-bistrot-festif.fr
- Cajou (550 m): https://directindex.org/r/cajou-restaurant.com

## What to fix first
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business
- **The phone number on the site doesn't match the open map data.** The site shows 201-997-4211, but OpenStreetMap or Overture Maps lists 01 45 86 65 30. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## Fix kit: What to paste

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

```
# Cumbia Café

> restaurant in 55 rue Albert, 75013, Paris, Paris cafes and bars. Phone 01 45 86 65 30.

## Book or order directly

- Book: https://www.cumbiacafe.com/reservation/ (on the business's own site)
- Order: https://www.cumbiacafe.com/?add-to-cart=7354 (on the business's own site)

## About

- Website: http://www.cumbiacafe.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's no robots.txt, which means everything is allowed.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Restaurant).** address, phone, opening hours
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
176 of 1883 in Paris cafes and bars. Top 9% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | yes |
| Publish the menu or price list as HTML | 90% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 53% | yes |
| Have an llms.txt | 44% | no |

Nearest places in the index: Wildness Paris - Lancer de haches (A, 120 m, https://directindex.org/r/wildness.fr); Le Coffice Café Coworking (C, 126 m, https://directindex.org/r/le-coffice.fr); Rue de la Paye (B, 204 m, https://directindex.org/r/cegedim-business-services.com); Hui Lau Shan (D, 380 m, https://directindex.org/r/hkhls.com); Le Mambo Café (D, 382 m, https://directindex.org/r/hotelbnf-mambocafe.fr); Plan Libre (F, 405 m, https://directindex.org/r/espaceplanlibre.fr); Lenouvo Cosmos (A, 450 m, https://directindex.org/r/lenouvo-cosmos-bistrot-festif.fr); Café Cayo (F, 480 m, https://directindex.org/r/cafecayo.fr); Cajou (B, 550 m, https://directindex.org/r/cajou-restaurant.com); J'aime ton goût (F, 566 m, https://directindex.org/r/jaimetongout.fr).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.


Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); This site 84.6%.

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

## Businesses like Cumbia Café in Paris cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Paris cafes and bars | 1883 | 54% | 32% | 84.6% |
| Sites built with WordPress in Paris cafes and bars | 607 | 60% | 34% | 84.6% |

The best of the sites built with WordPress in Paris cafes and bars: Bistrot des Cinéastes (A 100%, https://directindex.org/r/lebistrotdescineastes.com); Café Delmas (A 100%, https://directindex.org/r/cafedelmas.com); Cofftea Shop (A 100%, https://directindex.org/r/cofftea-shop.com); Le Bàb Opéra (A 100%, https://directindex.org/r/barabieresparis.com); Baca'v (A 96.3%, https://directindex.org/r/bacav.fr).

With the fix above (No menu or price list found), the score would be about 95.4%. That would be 35th of 1,883 in Paris cafes and bars, up from 176th.

## The direct record
What agents get for Cumbia Café, as JSON: https://directindex.org/api/direct/cumbiacafe.com
- Book: https://www.cumbiacafe.com/reservation/ (own site; found by the scan of 2026-10-20, not yet tested)
- Order: https://www.cumbiacafe.com/?add-to-cart=7354 (own site; found by the scan of 2026-10-20, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: 01 45 86 65 30
- Stable links that count: https://directindex.org/go/cumbiacafe.com/book, https://directindex.org/go/cumbiacafe.com/order

## 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): no
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no
- 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): no

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

Keep watching this business (https://directindex.org/r/cumbiacafe.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/cumbiacafe.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=cumbiacafe.com&force=1