# Endo Integral: Agent-Direct Score D (53.8%)

Site: http://www.endointegral.mx/
Report: https://directindex.org/r/endointegral.mx
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Endo Integral is hard for agents to use.
An AI assistant can open Endo Integral'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: +528135684773
- Address: Alfonso Reyes #2612 L-21, Col. Del Paseo Residencial, 64765, Monterrey
- WhatsApp: a link on the site

## Nearby, also direct
Places near Endo Integral that take a booking or an order on their own website, with no marketplace in between.
- Dr. Jerónimo Monterrubio - Cirujano Bariatra Certificado (410 m): https://directindex.org/r/jeronimomr.com

## What to fix first
- **No online booking 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 an online appointment 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 list of services and prices found.** (+7 points) Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, 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

## 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 Monterrey, 4.9% of comparable sites declare one.

## 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": "Endo Integral",
  "url": "http://www.endointegral.mx/",
  "telephone": "+528135684773",
  "address": "Alfonso Reyes #2612 L-21, Col. Del Paseo Residencial, 64765, Monterrey",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.62972826,
    "longitude": -100.30370661
  }
}
</script>
```

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

```
# Endo Integral

> organization in Alfonso Reyes #2612 L-21, Col. Del Paseo Residencial, 64765, Monterrey, Monterrey dentists, clinics and vets. Phone +528135684773.

## About

- Website: http://www.endointegral.mx/
- 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 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
148 of 528 in Monterrey dentists, clinics and vets. 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 | 57% | no |
| Publish the menu or price list as HTML | 7% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes |
| Structured data with address, phone and hours | 20% | no |
| Have an llms.txt | 39% | no |

Nearest places in the index: Dentaliza (C, 295 m, https://directindex.org/r/dentaliza.com); Dr. Jerónimo Monterrubio - Cirujano Bariatra Certificado (C, 405 m, https://directindex.org/r/jeronimomr.com); Vetintegral Suc. Del Paseo (D, 661 m, https://directindex.org/r/vetintegral.com); Dentista (C, 1005 m, https://directindex.org/r/eldentistademishijos.com); Pet's Care Hospital Veterinario Dermatólogo (D, 1045 m, https://directindex.org/r/pets-care-mty.com); CRIM Centro de Rehabilitación Integral de Monterrey (D, 1433 m, https://directindex.org/r/crim.mx); Recovery Solutions Fisioterapia Monterrey (F, 1565 m, https://directindex.org/r/recoverysolutionsfe.com); Instituto de Psicología y Neurociencias Avanzadas (F, 1571 m, https://directindex.org/r/neurocienciascenter.com); Centro de Salud Sierra Ventana (F, 1843 m, https://directindex.org/r/saludnl.gob.mx); Dra. Marisol Torres / Ortodoncia y Ortopedia Dentofacial (D, 2088 m, https://directindex.org/r/misaluddental.com.mx).

## 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.


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

## Businesses like Endo Integral in Monterrey dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Monterrey dentists, clinics and vets | 528 | 42% | 6% | 53.8% |

The best of the businesses of the same kind in Monterrey dentists, clinics and vets: Drs. Zambrano (A 86.2%, https://directindex.org/r/zambrano.com.uy); Dr. Christopher Manrique Avila (B 84.6%, https://directindex.org/r/drmanriqueavila.com); Dr. Jorge Alberto Chavez de la Mora (B 84.6%, https://directindex.org/r/cardiologodrchavezdelamora.mx); Dr. Juan René Cornejo (B 83.1%, https://directindex.org/r/cardias.mx); Deposito Dental Vicefi (B 80%, https://directindex.org/r/myshopify.com).

With the three fixes above (No online booking link on the website; Structured data is incomplete; No list of services and prices found), the score would be about 95.4%, which would be first of 528 in Monterrey dentists, clinics and vets.

## The direct record
What agents get for Endo Integral, as JSON: https://directindex.org/api/direct/endointegral.mx
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +528135684773

## 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 | 8 | 25 |
| Actionable | 2 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 2 of 5, Bot-Aware. Cloudflare's report: https://isitagentready.com/endointegral.mx
- Link headers on the homepage: yes
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: yes
- 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

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