# LeDu Happy Dumplings & Noodle: Agent-Direct Score D (50.8%)

Site: https://ledu.restaurant/restaurants/ledu-happy-dumplings-altheimereck/
Report: https://directindex.org/r/ledu.restaurant
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
LeDu Happy Dumplings & Noodle is hard for agents to use.

## Direct links
- Menu: https://ledu.restaurant/wp-content/uploads/led_altheimereck_speiskarte_02_240105_web.pdf
- Phone: 00498920324119

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering only through justeat.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "LeDu Happy Dumplings & Noodle",
  "url": "https://ledu.restaurant/restaurants/ledu-happy-dumplings-altheimereck/",
  "telephone": "00498920324119",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Altheimer Eck 7",
    "postalCode": "80331",
    "addressLocality": "München",
    "addressCountry": "DE"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.1373657,
    "longitude": 11.5707021
  },
  "openingHours": "Mo-Su 11:30-21:30",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "11:30",
      "closes": "21:30"
    }
  ],
  "servesCuisine": [
    "chinese"
  ],
  "hasMenu": "https://ledu.restaurant/wp-content/uploads/led_altheimereck_speiskarte_02_240105_web.pdf"
}
</script>
```

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

```
# LeDu Happy Dumplings & Noodle

> restaurant (chinese) in Altheimer Eck 7 80331 München, Munich. Phone 00498920324119.

## Book or order directly

- Menu: https://ledu.restaurant/wp-content/uploads/led_altheimereck_speiskarte_02_240105_web.pdf

## Opening hours

Mo-Su 11:30-21:30

## About

- Website: https://ledu.restaurant/restaurants/ledu-happy-dumplings-altheimereck/
- 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 key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.

## Where it stands
939 of 1758 in Munich. Top 53% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 94% | no |
| Publish the menu or price list as HTML | 85% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 87% | yes |
| Structured data with address, phone and hours | 38% | no |
| Have an llms.txt | 20% | no |

Nearest places with a similar menu: Qin Cheng (D, 296 m, https://directindex.org/r/qincheng-restaurant.de); Max Beef Noodles (D, 482 m, https://directindex.org/r/max-noodles.de); Sichuan Küche Nudelbar (F, 726 m, https://directindex.org/r/sichuannudelbar.de); Bia & Ban (B, 1166 m, https://directindex.org/r/biaban.de); Seen (C, 1187 m, https://directindex.org/r/seen-restaurant.de); Mamma Bao (B, 1323 m, https://directindex.org/r/mammabao.de); FAN (D, 1374 m, https://directindex.org/r/fan-restaurant.de); Gyoza Bar (D, 1401 m, https://directindex.org/r/gyozabar.info); Song’s Kitchen (C, 1561 m, https://directindex.org/r/songskitchen2.de); Man Fat (F, 1664 m, https://directindex.org/r/man-fat.de).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); Sites using Just Eat 54% (11% A or B, 883 sites); This site 50.8%.

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

## Businesses like LeDu Happy Dumplings & Noodle in Munich

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Munich | 1758 | 50% | 24% | 50.8% |
| Built with WordPress in Munich | 644 | 63% | 38% | 50.8% |
| Using Just Eat in Munich | 101 | 53% | 9% | 50.8% |
| Built with WordPress and using Just Eat in Munich | 15 | 63% | 20% | 50.8% |

The best of Built with WordPress and using Just Eat in Munich: Nush O Jan (A 86.3%, https://directindex.org/r/nush-o-jan.de); EATapaS (B 81.5%, https://directindex.org/r/eatapas.de); San Benno (B 73.8%, https://directindex.org/r/san-benno.de); Opera Pizza Gourmet (C 69.2%, https://directindex.org/r/operapizzagourmet.de); Pizza Studio (C 67.7%, https://directindex.org/r/pizza-studio.com).

With the three fixes above (No structured data for the business; Ordering only through justeat; Menu or price list is a PDF) the score would be about 95.4%: 18th of 1,758 in Munich, up from 939th.

## The direct record
What agents get for LeDu Happy Dumplings & Noodle, as JSON: https://directindex.org/api/direct/ledu.restaurant
- Book: none on record
- Order: none on record
- Menu: https://ledu.restaurant/wp-content/uploads/led_altheimereck_speiskarte_02_240105_web.pdf (pdf; from the scan)
- Hours: Mo-Su 11:30-21:30 (open now) (from OpenStreetMap)
- Phone: 00498920324119
- Stable links that count: https://directindex.org/go/ledu.restaurant/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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured
- Vendor terms for agents, Just Eat: Not stated. Just Eat's UK website terms bar misuse of the website including scraping and limit use to personal, non-commercial purposes; they do not address an assistant ordering for a customer; an Alexa+ ordering tie-in is announced but not live. The terms page refused an automated read on 2026-10-15. Read 2026-10-15: https://www.just-eat.co.uk/info/terms-and-conditions

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 5 | 25 |
| Actionable | 3 | 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/ledu.restaurant
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: no

Deep report: https://directindex.org/r/ledu.restaurant/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=ledu.restaurant&force=1