# La Stella Doro München: Agent-Direct Score F (38.5%)

Site: http://lastelladoro.com/
Report: https://directindex.org/r/lastelladoro.com
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.)
La Stella Doro München is largely invisible to agents.
An AI assistant can open La Stella Doro München's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

## Direct links
- Phone: +498920075800
- Address: Lothstraße 78A, 80797, München

## Nearby, also direct
Places near La Stella Doro München that take a booking or an order on their own website, with no marketplace in between.
- Pizzamore da Giovanni (700 m): https://directindex.org/r/pizzamoremunchen.com
- San Benno (770 m): https://directindex.org/r/san-benno.de
- Gegenüber (1.3 km): https://directindex.org/r/barer61.de
- Nasir's Kitchen (1.3 km): https://directindex.org/r/nasirskitchen.de

## What to fix first
- **No structured data for the business.** (+15 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **No booking or ordering 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 a booking or ordering page on your own domain. 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

## 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 Munich, 16% 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": "LocalBusiness",
  "name": "La Stella Doro München",
  "url": "http://lastelladoro.com/",
  "telephone": "+498920075800",
  "address": "Lothstraße 78A, 80797, München",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 48.15642,
    "longitude": 11.558169
  }
}
</script>
```

## 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.

## Where it stands
1707 of 2405 in Munich. Top 71% 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 | 96% | no |
| Publish the menu or price list as HTML | 81% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 88% | yes |
| Structured data with address, phone and hours | 40% | no |
| Have an llms.txt | 25% | yes |

Nearest places with a similar menu: Pizza Roberto (F, 226 m, https://directindex.org/r/pizzaroberto.de); D’oro (D, 632 m, https://directindex.org/r/doropizzeria.de); Opera Pizza Gourmet (C, 676 m, https://directindex.org/r/operapizzagourmet.de); Pizzamore da Giovanni (A, 697 m, https://directindex.org/r/pizzamoremunchen.com); San Benno (B, 774 m, https://directindex.org/r/san-benno.de); Coucou Food Market (F, 1142 m, https://directindex.org/r/coucou-food.de); Palermo Pizza (F, 1241 m, https://directindex.org/r/palermo-pizza.de); Gegenüber (D, 1279 m, https://directindex.org/r/barer61.de); Nasir's Kitchen (D, 1296 m, https://directindex.org/r/nasirskitchen.de); Testando Gmbh (F, 1408 m, https://directindex.org/r/testando.de).

## 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 13 everyday questions about Munich and named 74 places. La Stella Doro München wasn't one of them. See who was named: https://directindex.org/city/munich/recommended


Compared with its peers: Sites built with Shopify 48% (24% A or B, 13925 sites); This site 38.5%.

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

## Businesses like La Stella Doro München in Munich

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Munich | 2405 | 51% | 24% | 38.5% |
| Sites built with Shopify in Munich | 16 | 64% | 38% | 38.5% |

The best of the sites built with Shopify in Munich: Cucina Corleone (B 84.6%, https://directindex.org/r/adiccion-tequila.com); Khanittha (B 84.6%, https://directindex.org/r/khanittha.de); More Pizza Store (B 84.6%, https://directindex.org/r/themorepizza.com); The Tandoori Lounge (B 84.6%, https://directindex.org/r/thetandoorilounge.com); Trübenecker.de (B 84.6%, https://directindex.org/r/truebenecker.de).

With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found), the score would be about 95.4%. That would be 24th of 2,405 in Munich, up from 1707th.

## The direct record
What agents get for La Stella Doro München, as JSON: https://directindex.org/api/direct/lastelladoro.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +498920075800

## 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): yes
- 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 | 0 | 25 |
| Actionable | 0 | 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/lastelladoro.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: yes
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: yes
- JSON-LD for the business: no

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