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

Bondai Café

bondaicafe.com is largely invisible to agents.

Listed by Overture Maps.

MenuCallWebsite

Ways to reach Bondai Café directly, with no marketplace in between. Checked 2026-10-22. Report a mistake

Rio Nazas 67, 06500, Ciudad de México · 56 5731 1847

Prices: 8 prices on the site, the middle one MX$600 · WhatsApp: a link on the site

Esta página en español

Nearby, also direct

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

Owners

The website's grade

Some AI assistants are turned away by Bondai Café's website. What Bondai Café offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through rappi.com.mx.

33.2%

21.6 of 65 points available

0/5

agent-readiness level, Not Ready

7

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, 9.3% of comparable sites declare one.

Every city compared →
8 prices on the landing page, the middle one MX$600.

In Mexico City, the middle price of comparable sites that show prices is MX$129.

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 cafes and bars and named 69 places. Bondai Café wasn't one of them. See who was named →

Where it stands

How Bondai Café compares

Where it stands

510 of 719 in Mexico City cafes and bars

Top 71% of the sites scanned in this index. Just above: Cafe El Popular F, La Vieja Molienda F. Just below: Ende cafe F, Mezcalería Sonora 111 F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain91%no
Publish the menu or price list as HTML64%no
Let AI crawlers in (no block at the server or in robots.txt)92%no
Structured data with address, phone and hours22%no
Have an llms.txt45%no

The top 10% are the 78 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Café Trigali235 mAyes
Le Tachinomi Desu323 mDno
La Patrona Tap Room381 mDno
Reclusa Parda400 mFno
Distribuidora de Insumos para Bebidas y Café408 mByes
Fiebre de Malta419 mFno
Work Café - Santander449 mCno
Pasion del Cielo Coffee Company524 mCno
Nice Day Coffee534 mBno
Cafetería de Barrio639 mFno
Businesses like yours

Businesses like Bondai Café in Mexico City cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Mexico City cafes and bars71941%11%33.2%

The best of the businesses of the same kind in Mexico City cafes and bars

El Duende A 100% · La fogata mens club A 100% · Parker & Lenox A 100% · Terraza La Banda Dolida A 100% · Brujelarre A 95.4%

After the top fixes

With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; The server turns AI crawlers away at the door), the score would be about 80.5%. That would be 30th of 719 in Mexico City cafes and bars, up from 510th.

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 +15 points

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

  2. Ordering through an unrecognised third party +9 points

    Check that the provider keeps your business as the seller of record. 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. robots.txt blocks GPTBot, ClaudeBot, Google-Extended +3.7 points

    These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. How to fix it

  5. No working HTTPS +3 points

    The page is only served over plain http. Browsers and agents rank it lower or refuse it.

  6. Menu or price list is a PDF +3 points

    Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. How to fix it

  7. 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 Mexico City cafes and bars. List your agency or yourself. It's free, and every listing is reviewed by hand.

Builder: unknown

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": "LocalBusiness",
  "name": "Bondai Café",
  "url": "http://bondaicafe.com",
  "telephone": "56 5731 1847",
  "address": "Rio Nazas 67, 06500, Ciudad de México",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 19.432011,
    "longitude": -99.167779
  }
}
</script>

robots.txt

Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. Guide.

# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /

llms.txt

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

# Bondai Café

> local business in Rio Nazas 67, 06500, Ciudad de México, Mexico City cafes and bars. Phone 56 5731 1847.

## Book or order directly

- Menu: http://bondaicafe.com/menu-bondai.pdf

## About

- Website: http://bondaicafe.com
- 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 F

<a href="https://directindex.org/r/bondaicafe.com"><img src="https://directindex.org/badge/bondaicafe.com.svg" alt="Agent-Direct Score F" 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 Bondai Café

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/bondaicafe.com, through the MCP tool direct_record and in the city feed /city/mexico-city-cafes-bars/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menubondaicafe.com/menu-bondai.pdf pdffrom the scan
Hoursnone on record
Phone56 5731 1847

Stable links that count: /go/bondaicafe.com/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.txtyes
Content Signals in robots.txtyes
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