Nata O Bica
nataobica.com is largely invisible to agents.
Listed by Overture Maps.
Ways to reach Nata O Bica directly, with no marketplace in between. Checked 2026-10-21. Report a mistake
37 Apgujeong-ro 2-gil, 06034, 신사동 · +8225188618
Languages: English
Places near Nata O Bica that take a booking or an order on their own website, with no marketplace in between.
- Line Friends220 m
- HitCoffee Roasters350 m
The website's grade
AI assistants can't open Nata O Bica's website, so they go by what other sites say about it.
20 of 65 points available
agent-readiness level
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 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 Nata O Bica compares
483 of 799 in Seoul cafes and bars
Top 60% of the sites scanned in this index. Just above: Millo Coffee Roasters F, Monday Blues F. Just below: OPIN Roastery F, Peercoffee 피어커피 광희문 F.
| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 80% | no |
| Publish the menu or price list as HTML | 42% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 57% | no |
| Structured data with address, phone and hours | 6% | no |
| Have an llms.txt | 27% | no |
The top 10% are the 83 highest-scoring reachable sites in the index at the last update.
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| 1950 Hotel | 107 m | F | no |
| 카페틸테이블 | 132 m | D | no |
| POP Pub and Lounge | 166 m | F | no |
| 제이엠커피 신사라운지 | 187 m | F | no |
| Line Friends | 217 m | F | yes |
| 도시맥주 신사가로수길점 | 222 m | F | no |
| THE LOUNGE- | 268 m | F | no |
| 온더비카페 | 275 m | F | no |
| Mikkeller | 335 m | D | no |
| HitCoffee Roasters | 349 m | D | yes |
Businesses like Nata O Bica in Seoul cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Seoul cafes and bars | 799 | 34% | 2% | 30.8% |
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 (The site turns away every visitor that isn't a browser, AI agents included; No booking or ordering link on the website; Structured data is incomplete), the score would be about 95.4%, which would be first of 799 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
- The site turns away every visitor that isn't a browser, AI agents included +25 points
A plain fetch was refused (http_429). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it
- 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
- Structured data is incomplete +4 points
Missing: telephone, opening hours. How to fix it
- The phone number on the site doesn't match the open map data
The site shows 02-549-9933, but OpenStreetMap or Overture Maps lists +8225188618. 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 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 There's no robots.txt, which means everything is allowed.
- Structured data found (Organization) address
- Menu or price list is an HTML page Agents can read the items and prices.
Builder: unknown · A plain fetch got http_429; a real browser got the page, so the scan continues on the rendered page.
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": "Organization",
"name": "Nata O Bica",
"url": "http://www.nataobica.com",
"telephone": "+8225188618",
"address": "37 Apgujeong-ro 2-gil, 06034, 신사동",
"geo": {
"@type": "GeoCoordinates",
"latitude": 37.51933752,
"longitude": 127.02067009
}
}
</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.
Show the score
Owners who score well put the badge on their site. It links back here and updates with every scan.
<a href="https://directindex.org/r/nataobica.com"><img src="https://directindex.org/badge/nataobica.com.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
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 Nata O Bica
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/nataobica.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 | none on record | |
| Menu | en.nataobica.com/menu html_page | from the scan |
| Hours | none on record | |
| Phone | +8225188618 |
Stable links that count: /go/nataobica.com/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 |
Only a real browser got this page (a plain fetch got http_429); Readable and Actionable were measured on the rendered page.
Not measured
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.
| JSON-LD for the business | yes |