The Direct Index
Report · Monterrey · scanned 2026-10-17

Dumbo Pizza

dumbopizza.mx is hard for agents to use.

Listed by OpenStreetMap.

OrderCallWebsite

Ways to reach Dumbo Pizza directly, with no marketplace in between. Checked 2026-10-17. On the business's own site. Report a mistake

Hours, from OpenStreetMap: 24/7

Avenida José Vasconcelos 233 66220 San Pedro Garza García · +528123580458

Prices: 3 prices on the site, the middle one MX$50.00 · WhatsApp: a link on the site

Esta página en español

Owners

The website's grade

An AI assistant can open Dumbo Pizza's website. What Dumbo Pizza offers is on another site. It finds a way to book or order directly on the site.

53.8%

43 of 80 points available

0/5

agent-readiness level, Not Ready

3

things to fix

Action test, 2026-10-19: failed, an agent can't act here. The page has nothing an agent can act on.

Provisional, with 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.

Every city compared →
3 prices on the landing page, the middle one MX$50.00.

Every city compared →
Named by assistants

Named by ChatGPT for "Best pizza delivered to where I'm staying, right now" and "Something to eat after midnight, delivered or open late" in Monterrey, October 2026

Each assistant was asked the way people ask, with web search on, for up to three places in Monterrey and a link to each one's own site. This business was named in 2 answers, by 1 of the 2 assistants asked.

QuestionNamed byAsked
Best pizza delivered to where I'm staying, right now.ChatGPT with a link to this site2026-10-17
Something to eat after midnight, delivered or open late.ChatGPT with a link to this site2026-10-17

Every place named in Monterrey, question by question.

Show it

The badge shows how many of the assistants asked named this business, and the month. It updates after every round.

Named by 1 of 2 assistants, Direct Index

<a href="https://directindex.org/r/dumbopizza.mx"><img src="https://directindex.org/badge/named/dumbopizza.mx.svg" alt="Named by 1 of 2 assistants, Direct Index" width="300" height="40"></a>
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.

Recommended when people ask:
“Best pizza delivered to where I'm staying, right now.” (ChatGPT, with a link to this site)
“Something to eat after midnight, delivered or open late.” (ChatGPT, with a link to this site)

Where it stands

How Dumbo Pizza compares

Where it stands

9 of 33 in Monterrey

Top 27% of the sites scanned in this index. Just above: Luna Mexicana C, Wendy's C. Just below: El Palmito D, Pollo Feliz D.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain50%yes
Publish the menu or price list as HTML90%no
Let AI crawlers in (no block at the server or in robots.txt)90%yes
Structured data with address, phone and hours10%no
Have an llms.txt10%no

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

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Taco Palenque tex-mex546 mDno
Tacos Del Valle tacos665 mDno
Restaurant Capri754 mFno
Italianni's italian3.3 kmBno
Businesses like yours

Businesses like Dumbo Pizza in Monterrey

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Monterrey3335%9%53.8%

The best of the businesses of the same kind in Monterrey

Johnny Rockets B 77.5% · Italianni's B 76.9% · Hamburguesas del río B 72.3% · P.F. Chang's C 67.5% · Los Tarascos C 64.6%

After the top fixes

With the two fixes above (No structured data for the business; Menu or price list is on another site), the score would be about 77.5%, which would be first of 33 in Monterrey.

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. Menu or price list is on another site +5 points

    The link goes to adomicil.io, so that site gets the credit and the visits. How to fix it

  3. 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

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. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in There's no robots.txt, which means everything is allowed.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Ordering on your own site Agents can order without going through a marketplace.

Builder: unknown · Front: cloudflare · contact page /horario: nothing new; booking page /webexpo: 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 your builder.

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": "Restaurant",
  "name": "Dumbo Pizza",
  "url": "https://www.dumbopizza.mx/",
  "telephone": "+528123580458",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Avenida José Vasconcelos 233",
    "postalCode": "66220",
    "addressLocality": "San Pedro Garza García"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.652062,
    "longitude": -100.3659219
  },
  "openingHours": "24/7",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday",
        "Saturday",
        "Sunday"
      ],
      "opens": "00:00",
      "closes": "23:59"
    }
  ],
  "servesCuisine": [
    "pizza"
  ],
  "hasMenu": "https://app.dumbopizza.adomicil.io/Menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://dumbopizza.mx/webexpo",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>

llms.txt

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

# Dumbo Pizza

> restaurant (pizza) in Avenida José Vasconcelos 233 66220 San Pedro Garza García, Monterrey. Phone +528123580458.

## Book or order directly

- Order: https://dumbopizza.mx/webexpo (on the business's own site)
- Menu: https://app.dumbopizza.adomicil.io/Menu

## Opening hours

24/7

## About

- Website: https://www.dumbopizza.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.

Rescan now · 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/dumbopizza.mx"><img src="https://directindex.org/badge/dumbopizza.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 Dumbo Pizza

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/dumbopizza.mx, through the MCP tool direct_record and in the city feed /city/monterrey/direct.json.

PathLinkStatus
Booknone on record
Orderdumbopizza.mx/webexpo own sitecould not verify: failed (2026-10-19)
Menuapp.dumbopizza.adomicil.io/Menu externalfrom the scan
Hours24/7 (open now)from OpenStreetMap
Phone+528123580458

Stable links that count: /go/dumbopizza.mx/order, /go/dumbopizza.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 0 of 5, Not Ready

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.xmlno how
AI bot rules in robots.txtno how
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