# Blend Station: Agent-Direct Score D (53.8%)

Site: http://Blendstation.com.mx/
Report: https://directindex.org/r/blendstation.com.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.)
Blend Station is hard for agents to use.
An AI assistant can open Blend Station's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.

## Direct links
- Phone: +525568685350
- Address: Avenida Tamaulipas 60, 06100, Cuauhtémoc
- Prices: 12 prices on the site, the middle one MX$300
- WhatsApp: a link on the site

## Nearby, also direct
Places near Blend Station that take a booking or an order on their own website, with no marketplace in between.
- Don Quintin Condesa (50 m): https://directindex.org/r/bysofa.com
- La Buena Tierra (110 m): https://directindex.org/r/labuenatierra.com
- SAN さん (140 m): https://directindex.org/r/sanmatcha.com

## What to fix first
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## 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.
- **12 prices on the landing page, the middle one MX$300.** 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": "Blend Station",
  "url": "http://Blendstation.com.mx/",
  "telephone": "+525568685350",
  "address": "Avenida Tamaulipas 60, 06100, Cuauhtémoc",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 19.41206927,
    "longitude": -99.17330216
  }
}
</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

## Where it stands
198 of 719 in Mexico City cafes and bars. Top 28% 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% | no |
| 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: Don Quintin Condesa (C, 52 m, https://directindex.org/r/bysofa.com); Peralta (D, 72 m, https://directindex.org/r/grupophoenixmx.com); My Suites by La Condesa (C, 108 m, https://directindex.org/r/grupolumaa.com); Wallace Whisky Bar (F, 110 m, https://directindex.org/r/wallace.mx); La Buena Tierra (B, 114 m, https://directindex.org/r/labuenatierra.com); SAN さん (D, 138 m, https://directindex.org/r/sanmatcha.com); El Grifo Condesa (F, 197 m, https://directindex.org/r/elgrifocondesa.com.mx); La Agencia VIVA (F, 271 m, https://directindex.org/r/laagenciaviva.com); Fuego & Café (C, 292 m, https://directindex.org/r/fuegoycafe.mx); NIV (F, 308 m, https://directindex.org/r/nivbar.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.

The assistants were asked 12 everyday questions about Mexico City cafes and bars and named 69 places. Blend Station wasn't one of them. See who was named: https://directindex.org/city/mexico-city-cafes-bars/recommended


Compared with its peers: Sites built with Shopify 48% (24% A or B, 13925 sites); This site 53.8%.

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

## Businesses like Blend Station 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% | 53.8% |
| Sites built with Shopify in Mexico City cafes and bars | 43 | 51% | 21% | 53.8% |

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); Buna La Tostadora (B 75.4%, https://directindex.org/r/buna.mx); Distribuidora de Insumos para Bebidas y Café (B 73.8%, https://directindex.org/r/emiblend.store).

With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 5th of 719 in Mexico City cafes and bars, up from 198th.

## The direct record
What agents get for Blend Station, as JSON: https://directindex.org/api/direct/blendstation.com.mx
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +525568685350

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 25 |
| Actionable | 2 | 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/blendstation.com.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/blendstation.com.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/blendstation.com.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=blendstation.com.mx&force=1