The Direct Index
Report · Phuket · scanned 2026-11-12

Pum Thai Restaurant & Cooking School

pumthaifoodchain.co.th is hard for agents to use.

Listed by Overture Maps.

BookCallWebsite

Ways to reach Pum Thai Restaurant & Cooking School directly, with no marketplace in between. Checked 2026-11-12. Through fareharbor acting for the business. Report a mistake

66 Nanai Rd, 83150, กะทู้ · +66812408924

Nearby, also direct

Places near Pum Thai Restaurant & Cooking School that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

An AI assistant can open Pum Thai Restaurant & Cooking School's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through FareHarbor.

53.8%

35 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

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.

The footer says © 2021.

Visitors and assistants may read that year as the last time anyone looked after the site. In Phuket, 70% of comparable sites that show a year say 2025 or later.

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 22 everyday questions about Phuket and named 105 places. Pum Thai Restaurant & Cooking School wasn't one of them. See who was named →

Where it stands

How Pum Thai Restaurant & Cooking School compares

Where it stands

278 of 520 in Phuket

Top 53% of the sites scanned in this index. Just above: Magic Masala D, Pizzaoven Thailand D. Just below: Rice Rooms D, Siam Supper Club D.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain91%yes
Publish the menu or price list as HTML84%no
Let AI crawlers in (no block at the server or in robots.txt)96%yes
Structured data with address, phone and hours68%no
Have an llms.txt34%no

Compared with its peers

Average scoreA or BThis site
Sites built with WordPress 251,600 sites55%24%53.8%
Sites using FareHarbor 939 sites68%48%53.8%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
จังซีลอน ภูเก็ต thai471 mCno
บ้านสมุนไพร thai601 mFno
สาม ช. เชิญ ชวน ชิม ป่าตอง thai654 mCyes
HoneyMoon Thai thai683 mByes
No.6 Restaurant thai710 mCyes
Starfish Bar and Restaurant thai766 mFno
99 Seafood Restaurant thai788 mFno
Grillhütte thai, german984 mFno
Royal Kitchen indian, pakistani, thai, arab999 mBno
Balcony Thai Cuisine thai1.1 kmCno
Businesses like yours

Businesses like Pum Thai Restaurant & Cooking School in Phuket

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Phuket52053%27%53.8%
Sites built with WordPress in Phuket19859%30%53.8%
Sites using FareHarbor in Phuket263%50%53.8%
Sites built with WordPress and using FareHarbor in Phuket263%50%53.8%

After the top fixes

With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 87.7%. That would be 28th of 520 in Phuket, up from 278th.

Findings

What to fix first

  1. No structured data for the business +15 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. No menu or price list found +7 points

    Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. 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 Phuket. 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.
  • Booking through fareharbor on your own domain There's no marketplace commission, and the customer stays yours.

Builder: wordpress · contact page /about/: nothing new · What to paste

Owners

Own this business?

Claiming is free and takes one email to confirm. Then you can correct what assistants are told, and 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

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