Café MAMAS
cafemamas.co.kr is partly visible to agents.
Listed by Overture Maps.
Ways to reach Café MAMAS directly, with no marketplace in between. Checked 2026-10-22. On the business's own site. Report a mistake
영동대로 513, · +10260023240
Places near Café MAMAS that take a booking or an order on their own website, with no marketplace in between.
- 페리카나 Chicken550 m · chicken
- Doublearms Dosan840 m · american
- 더피자스탠드1.2 km · pizza
The website's grade
Some AI assistants are turned away by Café MAMAS's website. It can read what Café MAMAS offers. It finds a way to book or order directly on the site.
40.7 of 65 points available
agent-readiness level, Not Ready
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.
The assistants were asked 22 everyday questions about Seoul and named 104 places. Café MAMAS wasn't one of them. See who was named →
How Café MAMAS compares
98 of 1,417 in Seoul
Top 7% of the sites scanned in this index. Just above: 킨코스코리아 홍대입구역센터 C, 홍익돈까스 C. Just below: Mememi Garden C, My Juice C.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 74% | yes |
| Publish the menu or price list as HTML | 64% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 79% | no |
| Structured data with address, phone and hours | 5% | no |
| Have an llms.txt | 28% | no |
The top 10% are the 145 highest-scoring reachable sites in the index at the last update.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| 알고 코워킹 스페이스 buffet | 534 m | F | no |
| Son-ae Son-jap-go Samsung Direct Store korean | 549 m | F | no |
| 페리카나 Chicken chicken | 554 m | B | yes |
| Gasmong 가츠몽 japanese | 742 m | D | no |
| 육회바른연어 korean | 812 m | F | no |
| 맛배고기 korean | 840 m | F | no |
| Doublearms Dosan american | 840 m | D | yes |
| AK정형외과의원 | 1.2 km | C | no |
| 더피자스탠드 pizza | 1.2 km | C | yes |
| 완미족발 korean | 1.2 km | F | no |
Businesses like Café MAMAS in Seoul
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Seoul | 1,417 | 34% | 3% | 62.6% |
The best of the businesses of the same kind in Seoul
뉴오더클럽 한남 A 96.9% · 버거파크 A 95.4% · Bruxie A 90.8% · Tap Public A 90.8% · 아벤티움 A 90.8%
After the top fixes
With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; No working HTTPS), the score would be about 95.4%. That would be 2nd of 1,417 in Seoul, up from 98th.
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 +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
- The server turns AI crawlers away at the door +3.3 points
Requests as ClaudeBot (http_503) 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 working HTTPS +3 points
The page is only served over plain http. Browsers and agents rank it lower or refuse 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
Send the fixes to your web person
No one is listed yet to fix this in Seoul. 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.
- Menu or price list is an HTML page Agents can read the items and prices.
- Ordering on your own site Agents can order without going through a marketplace.
Builder: unknown · contact page /brand.php: nothing new; menu page /bbs/board.php?bo_table=menu&sca=Panini: nothing new; booking page /bbs/write.php?bo_table=catering: 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": "LocalBusiness",
"name": "Café MAMAS",
"url": "http://cafemamas.co.kr",
"telephone": "+10260023240",
"address": "영동대로 513, ",
"geo": {
"@type": "GeoCoordinates",
"latitude": 37.513693918947,
"longitude": 127.05965920013
},
"potentialAction": [
{
"@type": "OrderAction",
"target": {
"@type": "EntryPoint",
"urlTemplate": "http://cafemamas.co.kr/bbs/write.php?bo_table=catering",
"actionPlatform": [
"http://schema.org/DesktopWebPlatform",
"http://schema.org/MobileWebPlatform"
]
}
}
]
}
</script>
llms.txt
Save as /llms.txt at the root of the site. Guide.
# Café MAMAS > local business in 영동대로 513, , Seoul. Phone +10260023240. ## Book or order directly - Order: http://cafemamas.co.kr/bbs/write.php?bo_table=catering (on the business's own site) - Menu: http://cafemamas.co.kr/bbs/board.php?bo_table=menu&sca=Panini ## About - Website: http://cafemamas.co.kr - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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 Café MAMAS
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/cafemamas.co.kr, through the MCP tool direct_record and in the city feed /city/seoul/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | cafemamas.co.kr/bbs/write.php?bo_table=catering own site | found by the scan of 2026-10-22, not yet tested |
| Menu | cafemamas.co.kr/bbs/board.php?bo_table=menu&sca=Panini html_page | from the scan |
| Hours | none on record | |
| Phone | +10260023240 |
Stable links that count: /go/cafemamas.co.kr/order, /go/cafemamas.co.kr/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.
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 0 of 5, Not Ready
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 | no how |
| AI bot rules in robots.txt | no how |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | no how |
| llms.txt | no how |
| 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 | yes |
| WebMCP tools on the page | no how |
| JSON-LD for the business | no |