The Direct Index
Report · Monterrey dentists, clinics and vets · scanned 2026-10-22

Instituto Medico Langle

iml.com.mx is hard for agents to use.

Listed by Overture Maps.

MenuCallWebsite

Ways to reach Instituto Medico Langle directly, with no marketplace in between. Checked 2026-10-22. Report a mistake

Mozart 717, 64060, Monterrey · +528124746317

Languages: English, Spanish · WhatsApp: a link on the site

Esta página en español

Owners

The website's grade

Some AI assistants are turned away by Instituto Medico Langle's website. It can read what Instituto Medico Langle offers. It finds a phone number, but no link to book or order online.

43.5%

28.3 of 65 points available

1/5

agent-readiness level, Basic Web Presence

4

things to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

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.

Where it stands

How Instituto Medico Langle compares

Where it stands

204 of 525 in Monterrey dentists, clinics and vets

Top 39% of the sites scanned in this index. Just above: Psiquiatra en Monterrey - Dr. Juan Carlos Hernández Ruiz D, Urologia y uropediatria Dr Fernandez D. Just below: Instituto Vidaurri de Ojos - Clínica de Ojos Vidaurri D, ALSA D.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain57%no
Publish the menu or price list as HTML8%yes
Let AI crawlers in (no block at the server or in robots.txt)92%no
Structured data with address, phone and hours21%no
Have an llms.txt40%yes

The top 10% are the 53 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with Duda 2,300 sites43%10%43.5%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Dra. Jessica Rosales Ramirez - Proctóloga en Monterrey7 mCno
Dr. Cuauhtémoc Garavito Torres166 mFno
Obesidad Morbida219 mFno
Dr. Fernando Andreu Cirujano Bariatra241 mFno
Dr. Abel Guzmán, Ginecólogo en Monterrey | Control Prenatal en Monterrey | Medicina Materno-Fetal en Monterrey243 mFno
Ginesculp Láser Mty255 mDno
Dra Rocio Arriaga256 mDno
Dra. Ana Laura Alvarez del Castillo Araujo257 mFno
Dr. Mario Pérez Bujáidar257 mFno
Dra Carolina González Garay258 mFno
Businesses like yours

Businesses like Instituto Medico Langle in Monterrey dentists, clinics and vets

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Monterrey dentists, clinics and vets52542%6%43.5%
Sites built with Duda in Monterrey dentists, clinics and vets1452%0%43.5%

The best of the sites built with Duda in Monterrey dentists, clinics and vets

DRA. AIDA RODRIGUEZ PEÑA C 64.6% · Dr. Jesús Calderón Boone C 64.6% · Pediatría Integral Y Subespecialistas C 64.6% · Dr. Jorge A. Alvarez Pineda C 63.1% · Felican C 61.5%

After the top fixes

With the three fixes above (No structured data for the business; No online booking link on the website; The server turns AI crawlers away at the door), the score would be about 95.4%, which would be first of 525 in Monterrey dentists, clinics and vets.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. No structured data for the business +14 points

    Add schema.org JSON-LD for the business (Dentist, MedicalClinic, Physiotherapy or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  2. 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. How to fix it

  3. The server turns AI crawlers away at the door +6.7 points

    Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. How to fix it

  4. The phone number on the site doesn't match the open map data

    The site shows 81 2474 7563, but OpenStreetMap or Overture Maps lists +528124746317. 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.

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Monterrey dentists, clinics and vets. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in No rule blocks the main AI user agents.
  • List of services and prices is an HTML page Agents can read the items and prices.

Builder: duda · contact page /contacto: nothing new; menu page /contenido/hemorroides/como-empieza-el-cancer-colorrectal-: nothing new

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on duda.

Show the code 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. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Instituto Medico Langle",
  "url": "https://iml.com.mx/",
  "telephone": "+528124746317",
  "address": "Mozart 717, 64060, Monterrey",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.6728501,
    "longitude": -100.34158481
  }
}
</script>
Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score D

<a href="https://directindex.org/r/iml.com.mx"><img src="https://directindex.org/badge/iml.com.mx.svg" alt="Agent-Direct Score D" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Instituto Medico Langle

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/iml.com.mx, through the MCP tool direct_record and in the city feed /city/monterrey-clinics/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menuwww.iml.com.mx/contenido/hemorroides/como-empieza-el-cancer- html_pagefrom the scan
Hoursnone on record
Phone+528124746317

Stable links that count: /go/iml.com.mx/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

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
Agent readiness

Level 1 of 5, Basic Web Presence

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtno how
Content Signals in robots.txtyes
Markdown on Accept: text/markdownno how
llms.txtyes
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessno