# 스텔라떡볶이: Agent-Direct Score C (55.4%)

Site: https://www.stellapick.com/
Report: https://directindex.org/r/stellapick.com
Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
스텔라떡볶이 is partly visible to agents.
An AI assistant can open 스텔라떡볶이's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.

## Direct links
- Phone: +82 507 1467 7943
- Address: 강남대로120길 18 06119 서울특별시

## Nearby, also direct
Places near 스텔라떡볶이 that take a booking or an order on their own website, with no marketplace in between.
- Nml_seoul (1.2 km): https://directindex.org/r/nml.co.kr

## What to fix first
- **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
- **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
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "Restaurant",
  "name": "스텔라떡볶이",
  "url": "https://www.stellapick.com/",
  "telephone": "+82 507 1467 7943",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "강남대로120길 18",
    "postalCode": "06119",
    "addressLocality": "서울특별시"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.5072047,
    "longitude": 127.0249867
  },
  "servesCuisine": [
    "korean",
    "tteokbokki"
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# 스텔라떡볶이

> restaurant (korean, tteokbokki) in 강남대로120길 18 06119 서울특별시, Seoul. Phone +82 507 1467 7943.

## About

- Website: https://www.stellapick.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it

## Where it stands
169 of 1423 in Seoul. Top 12% 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% | no |
| Publish the menu or price list as HTML | 63% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 79% | yes |
| Structured data with address, phone and hours | 5% | no |
| Have an llms.txt | 28% | no |

Nearest places with a similar menu: Hanam Pig Bbq (F, 1148 m, https://directindex.org/r/hanampig.co.kr); OPERA Plastic Surgery In Korean (F, 1175 m, https://directindex.org/r/operasurgery.co.kr); Nml_seoul (C, 1175 m, https://directindex.org/r/nml.co.kr); 일등가 한우만찬 강남점 (F, 1351 m, https://directindex.org/r/theast.co.kr); 담미온 (F, 1361 m, https://directindex.org/r/dammion.com); Budnamujip (F, 1500 m, https://directindex.org/r/budnamujip.com); 이화수전통육개장 강남본점 (F, 1538 m, https://directindex.org/r/ihwasoo.com); 양평 서울 해장국 큰아들집 역삼점 (F, 1656 m, https://directindex.org/r/jeonggeum.com); 어람촌 (D, 1667 m, https://directindex.org/r/xn--4i2bl2ygvf.kr); 강남면옥 (F, 1670 m, https://directindex.org/r/xn--939au0g88jc8l.net).

## 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. 스텔라떡볶이 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/stellapick.com/agent-view

## Businesses like 스텔라떡볶이 in Seoul

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Seoul | 1423 | 34% | 3% | 55.4% |

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 booking or ordering link on the website; No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 2nd of 1,423 in Seoul, up from 169th.

## The direct record
What agents get for 스텔라떡볶이, as JSON: https://directindex.org/api/direct/stellapick.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +82 507 1467 7943

## 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 | 25 | 25 |
| Readable | 9 | 25 |
| Actionable | 2 | 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/stellapick.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: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- 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/stellapick.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/stellapick.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=stellapick.com&force=1