The Direct Index
Report · Chiang Mai · scanned 2026-11-13

ChiangMai Breakfast World

chiangmaibreakfastworld.com is largely invisible to agents.

Listed by OpenStreetMap.

Website

Ways to reach ChiangMai Breakfast World directly, with no marketplace in between. Checked 2026-11-13. Report a mistake

Hours, from OpenStreetMap: Mon closed · Tue 06:58–17:02 · Wed 06:58–22:02 · Thu–Fri 06:58–17:02 · Sat 06:58–15:02 · Sun 06:58–17:02

Outdoor seating (OpenStreetMap)

Nearby, also direct

Places near ChiangMai Breakfast World 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 ChiangMai Breakfast World's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

35.4%

23 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 →

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.

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 Chiang Mai and named 120 places. ChiangMai Breakfast World wasn't one of them. See who was named →

Where it stands

How ChiangMai Breakfast World compares

Where it stands

170 of 242 in Chiang Mai

Top 70% of the sites scanned in this index. Just above: Blackitch F, Burger King F. Just below: Garden Grove F, Good Day F.

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 HTML78%no
Let AI crawlers in (no block at the server or in robots.txt)93%yes
Structured data with address, phone and hours33%no
Have an llms.txt41%yes

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Dash thai100 mDno
Thai Farm Cooking School-Chiang Mai-Thailand thai101 mByes
Thai Kitchen Cookery Centre thai329 mCyes
Ruen Tamarind thai530 mDno
My Place Lounge Chiang Mai - Sports Bar & Restaurant burger, sandwich, american, international, breakfast, flatbread, Buffalo_Wings, Craft_Beer602 mDno
ร้านอาหารปาล์มทรี thai, regional682 mDno
ลิ้มเหล่าโหงว thai873 mCno
Gaj Kitchen and Bar thai894 mByes
Thai Farm Cooking School-Chiang Mai-Thailand thai942 mByes
Restaurant fries, thai, western, european972 mBno
Businesses like yours

Businesses like ChiangMai Breakfast World in Chiang Mai

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Chiang Mai24249%24%35.4%

After the top fixes

With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 92.3%. That would be 4th of 242 in Chiang Mai, up from 170th.

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 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. 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

  4. Almost no text without JavaScript +2 points

    Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. 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 Chiang Mai. 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.

Builder: unknown · almost no text without JavaScript · 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