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

Plantation Cafe x Roastery

plantationcafexroastery.com is largely invisible to agents.

Listed by Overture Maps.

MenuCallWebsite

Ways to reach Plantation Cafe x Roastery directly, with no marketplace in between. Checked 2026-10-22. Report a mistake

Khlong Lam Chiak Rd, 10230, กรุงเทพมหานคร · +66846706772

Nearby, also direct

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

Owners

The website's grade

AI assistants can't open Plantation Cafe x Roastery's website, so they go by what other sites say about it.

33.8%

22 of 65 points available

–

agent-readiness level

2

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 Plantation Cafe x Roastery compares

Where it stands

691 of 946 in Bangkok cafes and bars

Top 73% of the sites scanned in this index. Just above: Passion Cafe F, Pitbull Coffee F. Just below: Saxophone Pub and Restaurant F, The Crystal Lobby Bar 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%yes
Have an llms.txt30%no

The top 10% are the 98 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Davin Cafe87 mBno
Bankampu Tropical Café960 mFno
SFX First Class Lounge1.3 kmByes
Mingle The Crystal1.3 kmDno
ราบิก้า คอฟฟี่1.7 kmFno
Marpost Coffee1.7 kmFno
เรือนไทยพราวพิมาน ProudPiman ThaiHouse1.9 kmDyes
Kohi Cafe-นวลจันทร์1.9 kmFno
Aroma Online Store เครื่องชงกาแฟ เมล็ดกาแฟ วัตถุดิบ อุปกรณ์ชงกาแฟครบวงจร2.0 kmCyes
รอดียา - Rodeeya Halal food bangkok2.0 kmDno
Businesses like yours

Businesses like Plantation Cafe x Roastery in Bangkok cafes and bars

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Bangkok cafes and bars94642%13%33.8%

The best of the businesses of the same kind in Bangkok cafes and bars

Anaya Espresso Kitchen A 95.4% · Baan Kanom Farang - บ้านขนมฝรั่ง เค้กวันเกิด เค้กขายส่ง บริการส่ง Delivery A 95.4% · Bar Us A 95.4% · Havana Social A 95.4% · The Shamrock Irish Pub • BTS Bang Chak A 95.4%

After the top fixes

With the two fixes above (The site turns away every visitor that isn't a browser, AI agents included; No booking or ordering link on the website), 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. The site turns away every visitor that isn't a browser, AI agents included +25 points

    A plain fetch was refused (origin_timeout). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. 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

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 There's no robots.txt, which means everything is allowed.
  • Structured data found (CafeOrCoffeeShop) address, phone, opening hours
  • Menu or price list is an HTML page Agents can read the items and prices.

Builder: unknown · A plain fetch got origin_timeout; a real browser got the page, so the scan continues on the rendered page.

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/plantationcafexroastery.com"><img src="https://directindex.org/badge/plantationcafexroastery.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 Plantation Cafe x Roastery

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/plantationcafexroastery.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
Menuplantationcafexroastery.com/pages/food-menu/ html_pagefrom the scan
Hoursnone on record
Phone+66846706772

Stable links that count: /go/plantationcafexroastery.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

Only a real browser got this page (a plain fetch got origin_timeout); Readable and Actionable were measured on the rendered page.

Agent readiness

Not measured

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.

JSON-LD for the businessyes