# Nata O Bica: Agent-Direct Score F (30.8%)

Site: http://www.nataobica.com
Report: https://directindex.org/r/nataobica.com
Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Nata O Bica is largely invisible to agents.
AI assistants can't open Nata O Bica's website, so they go by what other sites say about it.

## Direct links
- Menu: https://en.nataobica.com/menu
- Phone: +8225188618
- Address: 37 Apgujeong-ro 2-gil, 06034, 신사동
- Languages: English

## Nearby, also direct
Places near Nata O Bica that take a booking or an order on their own website, with no marketplace in between.
- Line Friends (220 m): https://directindex.org/r/linefriendssquare.us
- HitCoffee Roasters (350 m): https://directindex.org/r/hitcoffeeroasters.co.kr

## 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. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **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. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+4 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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.

## Fix kit: What 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.

```html
<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>
```

## 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.

## Where it stands
514 of 842 in Seoul cafes and bars. Top 61% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 79% | no |
| Publish the menu or price list as HTML | 46% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 60% | no |
| Structured data with address, phone and hours | 5% | no |
| Have an llms.txt | 26% | no |

Nearest places in the index: 1950 Hotel (F, 107 m, https://directindex.org/r/1950hotel.com); 카페틸테이블 (D, 132 m, https://directindex.org/r/tealtable.com); POP Pub and Lounge (F, 166 m, https://directindex.org/r/naver.com); 제이엠커피 신사라운지 (F, 187 m, https://directindex.org/r/jmcoffeemall.com); Line Friends (F, 217 m, https://directindex.org/r/linefriendssquare.us); 도시맥주 신사가로수길점 (F, 222 m, https://directindex.org/r/citybeer.co.kr); THE LOUNGE- (F, 268 m, https://directindex.org/r/riversidehotel.co.kr); 온더비카페 (F, 275 m, https://directindex.org/r/ontheb.com); Mikkeller (D, 335 m, https://directindex.org/r/mikkeller.com); HitCoffee Roasters (D, 349 m, https://directindex.org/r/hitcoffeeroasters.co.kr).

## What assistants answer
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.


See what an AI agent reads on this site: https://directindex.org/r/nataobica.com/agent-view

## 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 | 842 | 35% | 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%, https://directindex.org/r/thebarn.de); Prada (A 86.2%, https://directindex.org/r/prada.com); 을지맥옥 별관(Euljiro Brewing) (A 86.2%, https://directindex.org/r/bestpizzaseoul.com); Bonilla churros 보닐라츄러스 (B 83.8%, https://directindex.org/r/bonillaalavista.com); The Coffee Bean & Tea Leaf (B 81.3%, https://directindex.org/r/coffeebean.com).

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 842 in Seoul cafes and bars.

## The direct record
What agents get for Nata O Bica, as JSON: https://directindex.org/api/direct/nataobica.com
- Book: none on record
- Order: none on record
- Menu: https://en.nataobica.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: +8225188618
- Stable links that count: https://directindex.org/go/nataobica.com/menu

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- 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.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 18 | 25 |
| Actionable | 2 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/nataobica.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/nataobica.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=nataobica.com&force=1