# Buna La Tostadora: Agent-Direct Score B (75.4%)

Site: http://www.buna.mx/
Report: https://directindex.org/r/buna.mx
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Buna La Tostadora is mostly ready for agents.
An AI assistant can open Buna La Tostadora'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
- Order directly: https://buna.mx/collections/online-mayoreo (on the business's own site)
- Phone: +525574852734
- Address: C. Dr. Lucio 181, 06720, Cuauhtémoc
- Prices: 4 prices on the site, the middle one MX$446

## Nearby, also direct
Places near Buna La Tostadora that take a booking or an order on their own website, with no marketplace in between.
- Cuina (370 m): https://directindex.org/r/cuina.com.mx

## 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
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The phone number on the site doesn't match the open map data.** The site shows 5585969362, but OpenStreetMap or Overture Maps lists +525574852734. 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.

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Mexico City, 9.3% of comparable sites declare one.
- **4 prices on the landing page, the middle one MX$446.** In Mexico City, the middle price of comparable sites that show prices is MX$129.

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Buna La Tostadora",
  "url": "http://www.buna.mx/",
  "telephone": "+525574852734",
  "address": "C. Dr. Lucio 181, 06720, Cuauhtémoc",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 19.41819573,
    "longitude": -99.15270547
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://buna.mx/collections/online-mayoreo",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
50 of 719 in Mexico City cafes and bars. Top 7% 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 | 91% | yes |
| Publish the menu or price list as HTML | 64% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes |
| Structured data with address, phone and hours | 22% | no |
| Have an llms.txt | 45% | yes |

Nearest places in the index: Carrasco Cafe de Autor (D, 142 m, https://directindex.org/r/carrascocafe.com); Dosis Café (C, 304 m, https://directindex.org/r/dosiscafe.com); Laboratorio Café (F, 308 m, https://directindex.org/r/laboratoriocafe.com); Cantina Monte Rey (F, 314 m, https://directindex.org/r/cantinamonterey.mx); Custom Rock Garage (F, 337 m, https://directindex.org/r/customrock.com.mx); Bezza Coffee (B, 344 m, https://directindex.org/r/bezzacoffee.com); Cuina (D, 365 m, https://directindex.org/r/cuina.com.mx); Do Brasil (F, 464 m, https://directindex.org/r/dobrasil.com.mx); Cafe Restaurante la Perla del Este (F, 496 m, https://directindex.org/r/lbbo.com.mx); M.N. Roy (F, 515 m, https://directindex.org/r/mnroyclub.com).

## 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.

Recommended when people ask: "The best specialty coffee in town, open right now." (ChatGPT, Gemini)


Compared with its peers: Sites built with Shopify 48% (24% A or B, 13925 sites); This site 75.4%.

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

## Named by ChatGPT and Gemini for "The best specialty coffee in town, open right now" in Mexico City cafes and bars, October 2026
- "The best specialty coffee in town, open right now." (2026-10-21): ChatGPT with a link to this site; Gemini with a link to this site. https://directindex.org/city/mexico-city-cafes-bars/recommended/specialty-coffee
Named by 2 of 2 assistants asked. Badge: https://directindex.org/badge/named/buna.mx.svg

## Businesses like Buna La Tostadora in Mexico City cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Mexico City cafes and bars | 719 | 41% | 11% | 75.4% |
| Sites built with Shopify in Mexico City cafes and bars | 43 | 51% | 21% | 75.4% |

The best of the sites built with Shopify in Mexico City cafes and bars: Filicori (A 87.7%, https://directindex.org/r/filicorizecchini.com); EMIR CONDESA (B 77.5%, https://directindex.org/r/emircafe.mx); Petit Roquefort (B 77.5%, https://directindex.org/r/petitroquefort.com); Distribuidora de Insumos para Bebidas y Café (B 73.8%, https://directindex.org/r/emiblend.store); Ehya Café de Especialidad Orgánico y Fair Trade (B 73.8%, https://directindex.org/r/ehyacafe.com).

With the two fixes above (No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 5th of 719 in Mexico City cafes and bars, up from 50th.

## The direct record
What agents get for Buna La Tostadora, as JSON: https://directindex.org/api/direct/buna.mx
- Book: none on record
- Order: https://buna.mx/collections/online-mayoreo (own site; found by the scan of 2026-10-22, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +525574852734
- Stable links that count: https://directindex.org/go/buna.mx/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): yes
- 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

Found one hop past the home page: contact page /pages/contacto: phone.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 9 | 25 |
| Actionable | 15 | 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/buna.mx
- 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: yes
- llms.txt: yes
- 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: yes
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/buna.mx/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/buna.mx/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=buna.mx&force=1