The Direct Index
Report · Mexico City · scanned 2026-10-22

Cataly

cataly.com.mx is mostly ready for agents.

Listed by Overture Maps.

BookMenuCallWebsite

Ways to reach Cataly directly, with no marketplace in between. Checked 2026-10-22. On the business's own site. Report a mistake

Plaza San Jacinto 20b, 01000, Álvaro Obregón · +525551060299

Its menu mentions: vegetarian dishes

WhatsApp: a link on the site

Esta página en español

Nearby, also direct

Places near Cataly that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

An AI assistant can open Cataly's website. It can read what Cataly offers. It finds a way to book or order directly on the site.

73.8%

48 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

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 →

What the site tells visitors Measured, not scored

These don't change the grade.

No English version declared.

Visitors from abroad, and assistants answering in English, read the page as it is. In Mexico City, 9.1% of comparable sites declare one.

Every city compared →
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.

The assistants were asked 12 everyday questions about Mexico City and named 92 places. Cataly wasn't one of them. See who was named →

Where it stands

How Cataly compares

Where it stands

217 of 1,909 in Mexico City

Top 11% of the sites scanned in this index. Just above: Blossom México B, BurgerFi B. Just below: Catorze B, Chazz San Jeronimo B.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain94%yes
Publish the menu or price list as HTML81%yes
Let AI crawlers in (no block at the server or in robots.txt)93%yes
Structured data with address, phone and hours27%no
Have an llms.txt39%no

The top 10% are the 193 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with WordPress 145,483 sites57%28%73.8%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
El comal de mis amores mexican53 mCno
Pizza del Perro Negro San Angel pizza79 mFno
Oxa109 mByes
Kutzi Cultura y Tradicion Mexicana mexican112 mFno
Grand San Ángel latin_american246 mDno
Centro de Distribución de Parrillada Uruguaya Don Asado bar_and_grill257 mFno
The BurgerÓn burger267 mFno
Le Petit Lola french273 mFno
Patio Revolución latin_american280 mFno
HKUH Cocina Suiza swiss284 mDno
Businesses like yours

Businesses like Cataly in Mexico City

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Mexico City1,90945%18%73.8%
Sites built with WordPress in Mexico City51758%25%73.8%

The best of the sites built with WordPress in Mexico City

La Rural A 100% · La Tribuna Grill A 100% · Hunan A 96.9% · Barra Lupe A 95.4% · Restaurante Lorea A 95.4%

After the top fixes

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 13th of 1,909 in Mexico City, up from 217th.

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 (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  2. 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. How to fix it

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

    The site shows 5555500389, but OpenStreetMap or Overture Maps lists +525551060299. 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 Mexico City. 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.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Menu or price list is an HTML page Agents can read the items and prices.
  • Booking on your own site Agents can book without going through a marketplace.

Builder: wordpress · contact page /sobre-nosotros/: nothing new; menu page /menu-desayunos/: nothing new; booking page /reservaciones/: 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 wordpress.

Where to paste it on WordPress: a plugin that adds code to every page's header, such as WPCode (Insert Headers and Footers), in its Header box. the official help page.

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": "Cataly",
  "url": "http://www.cataly.com.mx/",
  "telephone": "+525551060299",
  "address": "Plaza San Jacinto 20b, 01000, Álvaro Obregón",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 19.343975104825745,
    "longitude": -99.19224223015468
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.cataly.com.mx/reservaciones/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>

llms.txt

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

# Cataly

> local business in Plaza San Jacinto 20b, 01000, Álvaro Obregón, Mexico City. Phone +525551060299.

## Book or order directly

- Book: https://www.cataly.com.mx/reservaciones/ (on the business's own site)
- Menu: https://www.cataly.com.mx/menu-desayunos/

## About

- Website: http://www.cataly.com.mx/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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 B

<a href="https://directindex.org/r/cataly.com.mx"><img src="https://directindex.org/badge/cataly.com.mx.svg" alt="Agent-Direct Score B" 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 Cataly

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/cataly.com.mx, through the MCP tool direct_record and in the city feed /city/mexico-city/direct.json.

PathLinkStatus
Bookwww.cataly.com.mx/reservaciones/ own sitefound by the scan of 2026-10-22, not yet tested
Ordernone on record
Menuwww.cataly.com.mx/menu-desayunos/ html_pagefrom the scan
Hoursnone on record
Phone+525551060299

Stable links that count: /go/cataly.com.mx/book, /go/cataly.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.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
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