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

Bangkok Mojo Music Lovers' Club

bangkokmojo.com is largely invisible to agents.

Listed by Overture Maps.

MenuCallWebsite

Ways to reach Bangkok Mojo Music Lovers' Club directly, with no marketplace in between. Checked 2026-10-22. Report a mistake

1103 ถ. เจริญกรุง, 10500, บางรัก · +66899093529

Nearby, also direct

Places near Bangkok Mojo Music Lovers' Club 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 Bangkok Mojo Music Lovers' Club's website. It can read what Bangkok Mojo Music Lovers' Club offers. It can't find a link to book or order online.

33.8%

22 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 Bangkok Mojo Music Lovers' Club compares

Where it stands

678 of 946 in Bangkok cafes and bars

Top 72% of the sites scanned in this index. Just above: Route24 Bar F, Baccara F. Just below: Cafés Richard - Thailand F, Chef Erwin Bistro F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain83%no
Publish the menu or price list as HTML61%yes
Let AI crawlers in (no block at the server or in robots.txt)86%no
Structured data with address, phone and hours24%no
Have an llms.txt30%no

The top 10% are the 98 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%33.8%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Assign Coffee, Daily Aromatic Coffee120 mCno
High Tide Eatery & Bar229 mDno
Cocoon Beauty Cafe268 mFno
Tropic City292 mCno
Irvin Brew And Beat301 mAyes
OP Garden338 mFno
House of Commons409 mCyes
Siwilai Sound Club411 mFno
White Coffee453 mFno
HOBS Iconsiam the Pleasing Taste By the River552 mFno
Businesses like yours

Businesses like Bangkok Mojo Music Lovers' Club in Bangkok cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Bangkok cafes and bars94642%13%33.8%
Sites built with WordPress in Bangkok cafes and bars26753%21%33.8%

The best of the sites built with WordPress in Bangkok cafes and bars

Havana Social A 95.4% · The Shamrock Irish Pub • BTS Bang Chak A 95.4% · View Bangkok Rooftop Bar & Restaurant A 94.9% · Dusit Gourmet A 86.2% · Irvin Brew And Beat A 86.2%

After the top fixes

With the three fixes above (No structured data for the business; No booking or ordering 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 946 in Bangkok cafes and bars.

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. No booking or ordering link on the website +15 points

    There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. How to fix it

  3. The server turns AI crawlers away at the door +10 points

    Requests as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (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. 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 Bangkok cafes and bars. 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.
  • Menu or price list is an HTML page Agents can read the items and prices.

Builder: wordpress · contact page /contact/: nothing new; menu page /menu/: 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": "Bangkok Mojo Music Lovers' Club",
  "url": "http://bangkokmojo.com/",
  "telephone": "+66899093529",
  "address": "1103 ถ. เจริญกรุง, 10500, บางรัก",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 13.72821841,
    "longitude": 100.5160478
  }
}
</script>

llms.txt

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

# Bangkok Mojo Music Lovers' Club

> local business in 1103 ถ. เจริญกรุง, 10500, บางรัก, Bangkok cafes and bars. Phone +66899093529.

## Book or order directly

- Menu: https://bangkokmojo.com/menu/

## About

- Website: http://bangkokmojo.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/bangkokmojo.com"><img src="https://directindex.org/badge/bangkokmojo.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 Bangkok Mojo Music Lovers' Club

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

PathLinkStatus
Booknone on record
Ordernone on record
Menubangkokmojo.com/menu/ html_pagefrom the scan
Hoursnone on record
Phone+66899093529

Stable links that count: /go/bangkokmojo.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 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