# Abri: Agent-Direct Score C (66.6%)

Site: http://abricoffee.com
Report: https://directindex.org/r/abricoffee.com
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Abri is partly visible to agents.
Some AI assistants are turned away by Abri'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.

## Direct links
- Order directly: https://abricoffee.com/order/basket.html (on the business's own site)
- Phone: +827046430815
- Address: "897-1, Bongcheon-dong", 08786, Seoul

## Nearby, also direct
Places near Abri that take a booking or an order on their own website, with no marketplace in between.
- 털보닭집 (840 m): https://directindex.org/r/dakzib.com

## What to fix first
- **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. Guide: https://directindex.org/guides/menu-pdf-ai
- **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. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+5 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## What the site tells visitors (Measured, not scored)
- **No English version declared.** Visitors from abroad, and assistants answering in English, read the page as it is. In Seoul, 9.4% of comparable sites declare one.

## 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": "Abri",
  "url": "http://abricoffee.com",
  "telephone": "+827046430815",
  "address": "\"897-1, Bongcheon-dong\", 08786, Seoul",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.480547,
    "longitude": 126.946174
  },
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://abricoffee.com/order/basket.html",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (Organization).** address
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
62 of 1423 in Seoul. Top 4% 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 | 75% | yes |
| Publish the menu or price list as HTML | 63% | no |
| 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% | yes |

Nearest places in the index: 오븐마루 (D, 183 m, https://directindex.org/r/ovenmaru.com); Kfc 서울대입구역점 (F, 436 m, https://directindex.org/r/abcmartkorea.com); Wingstop Seoul National University Station (F, 543 m, https://directindex.org/r/wingstop.co.kr); 코코미 (D, 615 m, https://directindex.org/r/cocomii.com); 마차이짬뽕 (D, 619 m, https://directindex.org/r/xn--hz2b23wgtd.com); 아또아 (F, 635 m, https://directindex.org/r/atoa.kr); 무무떡볶이 (D, 642 m, https://directindex.org/r/stcokor.com); 국수나무 봉천현대시장점 (F, 726 m, https://directindex.org/r/namuya.co.kr); 이자카야초 (F, 731 m, https://directindex.org/r/izanzan.kr); 털보닭집 (D, 841 m, https://directindex.org/r/dakzib.com).

## 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.

The assistants were asked 22 everyday questions about Seoul and named 104 places. Abri wasn't one of them. See who was named: https://directindex.org/city/seoul/recommended


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

## Businesses like Abri in Seoul

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Seoul | 1423 | 34% | 3% | 66.6% |

The best of the businesses of the same kind in Seoul: 뉴오더클럽 한남 (A 96.9%, https://directindex.org/r/neworderclub.com); 버거파크 (A 95.4%, https://directindex.org/r/burgerpark.co.kr); Bruxie (A 90.8%, https://directindex.org/r/bruxie.com); Tap Public (A 90.8%, https://directindex.org/r/tappublic.com); 아벤티움 (A 90.8%, https://directindex.org/r/aventium.co.kr).

With the three fixes above (No menu or price list found; The server turns AI crawlers away at the door; Structured data is incomplete), the score would be about 95.4%. That would be 2nd of 1,423 in Seoul, up from 62nd.

## The direct record
What agents get for Abri, as JSON: https://directindex.org/api/direct/abricoffee.com
- Book: none on record
- Order: https://abricoffee.com/order/basket.html (own site; found by the scan of 2026-10-22, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +827046430815
- Stable links that count: https://directindex.org/go/abricoffee.com/order

## 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 18.3 | 25 |
| Readable | 10 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/abricoffee.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: yes
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: yes
- OAuth protected resource metadata: yes
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: yes
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/abricoffee.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/abricoffee.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=abricoffee.com&force=1