Mun coffee
muncoffee.com is partly visible to agents.
Listed by Overture Maps.
Ways to reach Mun coffee directly, with no marketplace in between. Checked 2026-11-05. Report a mistake
23, Đường C1, 72106, Quận Tân Bình · +84988202224
The website's grade
Some AI assistants are turned away by Mun coffee's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.
38.7 of 65 points available
agent-readiness level, Basic Web Presence
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.
What the site tells visitors Measured, not scored
These don't change the grade.
Visitors from abroad, and assistants answering in English, read the page as it is. In Ho Chi Minh City, 17% of comparable sites declare one.
Every city compared →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.
How Mun coffee compares
280 of 1,707 in Ho Chi Minh City cafes and bars
Top 16% of the sites scanned in this index. Just above: Coffee Mr.Bean Tân Phú C, LETHY Construction C. Just below: Ongkien C, Xe cafe mang đi, xe cà phê take away, xe đẩy bán cà phê giá rẻ C.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 59% | no |
| Publish the menu or price list as HTML | 66% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | no |
| Structured data with address, phone and hours | 21% | yes |
| Have an llms.txt | 27% | no |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Tiệm 365 Cafe coffee_shop, breakfast | 157 m | F | no |
| Cafe A Plus | 278 m | F | no |
| Lak's Coffee | 302 m | F | no |
| Tara Farm Sài Gòn | 305 m | D | no |
| Tem Trà Sữa - Giấy In Bill | 334 m | F | no |
| Miutea 131A Hoàng Hoa Thám, Phường 13, Tân Bình | 390 m | C | no |
| HAN Slim Coffee - Cafe Giảm Cân Hoài An TP.HCM | 429 m | F | no |
| Mow Coffee | 465 m | D | no |
| Thời Đại Coffee | 499 m | C | no |
| Pro_Caffe Group | 538 m | C | no |
Businesses like Mun coffee in Ho Chi Minh City cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Ho Chi Minh City cafes and bars | 1,707 | 41% | 7% | 59.5% |
After the top fixes
With the three fixes above (No booking or ordering link on the website; No menu or price list found; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 3rd of 1,707 in Ho Chi Minh City cafes and bars, up from 280th.
What to fix first
- 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
- 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
- The server turns AI crawlers away at the door +3.3 points
Requests as ClaudeBot (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
- 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
- The phone number on the site doesn't match the open map data
The site shows 0909549431, but OpenStreetMap or Overture Maps lists +84988202224. 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
No one is listed yet to fix this in Ho Chi Minh City 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.
- Structured data found (CafeOrCoffeeShop) address, phone, opening hours
Builder: unknown · What to paste
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.
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.
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