CAFE COMMA
cafecomma.com is hard for agents to use.
Listed by OpenStreetMap · Overture Maps.
Ways to reach CAFE COMMA directly, with no marketplace in between. Checked 2026-10-21. On the business's own site. Report a mistake
01072672207
Places near CAFE COMMA that take a booking or an order on their own website, with no marketplace in between.
- 커피비90 m
- 페이퍼로빈 - Papero Bean300 m
The website's grade
Some AI assistants are turned away by CAFE COMMA'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 on the site.
34.3 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.
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 CAFE COMMA compares
131 of 792 in Seoul cafes and bars
Top 17% of the sites scanned in this index. Just above: 502 COFFEE ROASTERS D, Biroso Coffee D. Just below: Michele Coffee D, Object Cafe D.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 79% | yes |
| Publish the menu or price list as HTML | 43% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 58% | no |
| Structured data with address, phone and hours | 6% | no |
| Have an llms.txt | 27% | yes |
The top 10% are the 81 highest-scoring reachable sites in the index at the last update.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| 커피비 | 86 m | C | yes |
| 연남부르스 | 115 m | D | no |
| 노벨라(Novella) | 118 m | D | no |
| summit.culture 연남 | 210 m | D | no |
| 압구정 봉구 비어 홍대 동교동점 | 235 m | F | no |
| 트래블카페 샬레 Travel Cafe Chalet | 277 m | F | no |
| 라이브앤라우드 | 282 m | F | no |
| Millo Coffee Roasters | 293 m | F | no |
| 페이퍼로빈 - Papero Bean | 304 m | D | yes |
| 올어바웃어스 | 336 m | F | no |
Businesses like CAFE COMMA in Seoul cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Seoul cafes and bars | 792 | 35% | 2% | 52.8% |
The best of the businesses of the same kind in Seoul cafes and bars
THE BARN Coffee Roasters Berlin A 87.5% · Prada A 86.2% · 을지맥옥 별관(Euljiro Brewing) A 86.2% · Bonilla churros 보닐라츄러스 B 83.8% · The Coffee Bean & Tea Leaf B 81.3%
After the top fixes
With the three fixes above (No structured data for the business; No menu or price list found; The server turns AI crawlers away at the door), the score would be about 95.4%, which would be first of 792 in Seoul 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.
What to fix first
- No structured data for the business +14 points
Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. 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 +6.7 points
Requests as GPTBot (http_403), 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
Send the fixes to your web person
No one is listed yet to fix this in Seoul 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.
- Ordering on your own site Agents can order without going through a marketplace.
Builder: unknown · contact page /about: nothing new; booking page /deliveryinquiry: nothing new
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 your builder.
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": "CafeOrCoffeeShop",
"name": "CAFE COMMA",
"url": "https://cafecomma.com",
"telephone": "01072672207",
"geo": {
"@type": "GeoCoordinates",
"latitude": 37.5592325,
"longitude": 126.9247563
},
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "https://cafecomma.com/deliveryinquiry",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
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.
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
What agents get for CAFE COMMA
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/cafecomma.com, through the MCP tool direct_record and in the city feed /city/seoul-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | cafecomma.com/deliveryinquiry own site | found by the scan of 2026-10-21, not yet tested |
| Menu | none on record | |
| Hours | none on record | |
| Phone | 01072672207 |
Stable links that count: /go/cafecomma.com/order 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.
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 |
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 homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | yes |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | no how |
| OAuth protected resource metadata | no how |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | no how |
| JSON-LD for the business | no |