# Ming Kwan: Agent-Direct Score F (0%)

Site: http://www.ming-kwan.de/
Report: https://directindex.org/r/ming-kwan.de
Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Ming Kwan is largely invisible to agents.
AI assistants can't open Ming Kwan's website, so they go by what other sites say about it.

## Direct links
- Phone: +4971188865265
- Address: Heusteigstraße 57, 70180, Stuttgart

## Nearby, also direct
Places near Ming Kwan that take a booking or an order on their own website, with no marketplace in between.
- Heusteig Friseure (140 m): https://directindex.org/r/heusteig-friseure.de

## 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 (TimeoutError: The operation was aborted due to timeout). 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 structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (HairSalon, BeautySalon or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No online booking link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add an online appointment page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No price list of services found.** (+7 points) Agents answer 'what do they offer and what does it cost?' from marketplaces and directories instead. Add a page that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai

## 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": "LocalBusiness",
  "name": "Ming Kwan",
  "url": "http://www.ming-kwan.de/",
  "telephone": "+4971188865265",
  "address": "Heusteigstraße 57, 70180, Stuttgart",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.7685709,
    "longitude": 9.17653623
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.

## Where it stands
732 of 751 in Stuttgart hairdressers and beauty salons. Top 97% 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 | 100% | no |
| Publish the menu or price list as HTML | 15% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | no |
| Structured data with address, phone and hours | 12% | no |
| Have an llms.txt | 37% | no |

Nearest places in the index: Kokett Coiffeur&beauty (D, 47 m, https://directindex.org/r/kokett-friseur.de); Coiffeur Samér - Friseur Stuttgart (D, 47 m, https://directindex.org/r/coiffeur-samer.de); mein.kosmetik.studio (D, 64 m, https://directindex.org/r/kosmetik.studio); Ayhan Eren (F, 93 m, https://directindex.org/r/ayhan-eren.de); Hair - Point (F, 95 m, https://directindex.org/r/stadtmagazin.de); Oliver Gerbert Haare (C, 105 m, https://directindex.org/r/olivergerbert-haare.de); &hof (F, 124 m, https://directindex.org/r/und-hof.de); Signora Brunetti (D, 132 m, https://directindex.org/r/signora-brunetti.de); Heusteig Friseure (C, 135 m, https://directindex.org/r/heusteig-friseure.de); Cantoni Deutschland (D, 139 m, https://directindex.org/r/cantoni.info).

## 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/ming-kwan.de/agent-view

## Businesses like Ming Kwan in Stuttgart hairdressers and beauty salons

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Stuttgart hairdressers and beauty salons | 751 | 45% | 12% | 0% |

The best of the businesses of the same kind in Stuttgart hairdressers and beauty salons: We Thai Massage & Spa (A 93.8%, https://directindex.org/r/we-spa.de); Bella Hair Extensions (A 90.8%, https://directindex.org/r/bellahairstuttgart.com); Oolaboo Academy (A 89.2%, https://directindex.org/r/oolaboo.com); Dhara Thai Massage (A 86.2%, https://directindex.org/r/dhara-thai-massage.de); Nikolaos Perdikis (A 86.2%, https://directindex.org/r/paulmitchell.de).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; No online booking link on the website), the score would be about 84.6%. That would be 7th of 751 in Stuttgart hairdressers and beauty salons, up from 732nd.

## The direct record
What agents get for Ming Kwan, as JSON: https://directindex.org/api/direct/ming-kwan.de
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +4971188865265

## 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 TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 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: no

Keep watching this business (https://directindex.org/r/ming-kwan.de/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/ming-kwan.de/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=ming-kwan.de&force=1