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

Richiamo Coffee Sungai Besi

richiamocoffee.com is partly visible to agents.

Listed by Overture Maps.

MenuCallWebsite

Ways to reach Richiamo Coffee Sungai Besi directly, with no marketplace in between. Checked 2026-10-22. Report a mistake

26, Jalan Tasik Utama 7, 57000, Petaling · +60172114698

Owners

The website's grade

An AI assistant can open Richiamo Coffee Sungai Besi's website. It can read what Richiamo Coffee Sungai Besi offers. It finds a phone number, but no link to book or order online.

66.2%

43 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.

The assistants were asked 12 everyday questions about Kuala Lumpur cafes and bars and named 56 places. Richiamo Coffee Sungai Besi wasn't one of them. See who was named →

Where it stands

How Richiamo Coffee Sungai Besi compares

Where it stands

74 of 436 in Kuala Lumpur cafes and bars

Top 17% of the sites scanned in this index. Just above: Chocha Foodstore C, Kanteen C. Just below: The GoodFellas Kitchen + Bar C, 카페 MDT Kape C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain89%no
Publish the menu or price list as HTML50%yes
Let AI crawlers in (no block at the server or in robots.txt)96%yes
Structured data with address, phone and hours24%no
Have an llms.txt37%no

The top 10% are the 46 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with WordPress 224,455 sites55%24%66.2%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
K Space Malaysia152 mFno
Kopi Dua Darjat234 mDno
Slgor turf club1.3 kmFno
Vin Cartel Wine Lounge1.6 kmFno
Kopiesatu kpdnhep1.6 kmFno
Super Panda Darts Cafe2.0 kmFno
Music Academy Cafe2.1 kmFno
Ting Coffee Roastery2.1 kmFno
Xing Fu Tang bubble_tea2.2 kmFno
The Alley bubble_tea2.3 kmFno
Businesses like yours

Businesses like Richiamo Coffee Sungai Besi in Kuala Lumpur cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Kuala Lumpur cafes and bars43644%14%66.2%
Sites built with WordPress in Kuala Lumpur cafes and bars12455%23%66.2%

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

Cafe Chef Wan A 86.2% · Dome Cafe B 84.6% · Happy Hour Club Cafe & Workshop B 84.6% · Kopi Saigon B 84.6% · PV Manja Cafe B 84.6%

After the top fixes

With the two fixes above (No booking or ordering link on the website; Structured data is incomplete), the score would be about 95.4%. That would be 2nd of 436 in Kuala Lumpur cafes and bars, up from 74th.

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 booking or ordering 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 a booking or ordering page. How to fix it

  2. Structured data is incomplete +6 points

    Missing: address, telephone, opening hours. 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

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

    The site shows 60107023751, but OpenStreetMap or Overture Maps lists +60172114698. 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 Kuala Lumpur 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.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Structured data found (Project) no address, phone or hours in it
  • Menu or price list is an HTML page Agents can read the items and prices.

Builder: wordpress · contact page /about-us/: 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": "Project",
  "name": "Richiamo Coffee Sungai Besi",
  "url": "https://richiamocoffee.com/",
  "telephone": "+60172114698",
  "address": "26, Jalan Tasik Utama 7, 57000, Petaling",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 3.0607066,
    "longitude": 101.7095595
  }
}
</script>

llms.txt

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

# Richiamo Coffee Sungai Besi

> project in 26, Jalan Tasik Utama 7, 57000, Petaling, Kuala Lumpur cafes and bars. Phone +60172114698.

## Book or order directly

- Menu: https://www.richiamocoffee.com/menu/

## About

- Website: https://richiamocoffee.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 C

<a href="https://directindex.org/r/richiamocoffee.com"><img src="https://directindex.org/badge/richiamocoffee.com.svg" alt="Agent-Direct Score C" 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 Richiamo Coffee Sungai Besi

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/richiamocoffee.com, through the MCP tool direct_record and in the city feed /city/kuala-lumpur-cafes-bars/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menuwww.richiamocoffee.com/menu/ html_pagefrom the scan
Hoursnone on record
Phone+60172114698

Stable links that count: /go/richiamocoffee.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 discoveryyes
OAuth protected resource metadatayes
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 businessyes