# Ottendorfer Mühlenbäcker: Agent-Direct Score C (61.5%)

Site: http://www.muehlenbaecker.de/
Report: https://directindex.org/r/muehlenbaecker.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.)
Ottendorfer Mühlenbäcker is partly visible to agents.
An AI assistant can open Ottendorfer Mühlenbäcker'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, through anny.co.

## Direct links
- Phone: 03 52 05-450-0
- Address: Kopernikusstraße 42 01129 Dresden
- Hours, from OpenStreetMap · Overture Maps: Mon–Fri 06:30–18:00; Sat 07:00–18:00; Sun 07:00–17:00

## Nearby, also direct
Places near Ottendorfer Mühlenbäcker that take a booking or an order on their own website, with no marketplace in between.
- Café zum Türmchen (620 m): https://directindex.org/r/baeckerei-cafe-eckert.de

## What to fix first
- **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. 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 Dresden, 15% 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": "CafeOrCoffeeShop",
  "name": "Ottendorfer Mühlenbäcker",
  "url": "http://www.muehlenbaecker.de/",
  "telephone": "03 52 05-450-0",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Kopernikusstraße 42",
    "postalCode": "01129",
    "addressLocality": "Dresden",
    "addressCountry": "DE"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 51.0923154,
    "longitude": 13.7092652
  },
  "openingHours": "Mo-Fr 06:30-18:00; Sa 07:00-18:00; Su 07:00-17:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "06:30",
      "closes": "18:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "07:00",
      "closes": "18:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "07:00",
      "closes": "17:00"
    }
  ]
}
</script>
```

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

```
# Ottendorfer Mühlenbäcker

> cafe or coffee shop in Kopernikusstraße 42 01129 Dresden, Dresden cafes and bars. Phone 03 52 05-450-0.

## Opening hours

Mo-Fr 06:30-18:00; Sa 07:00-18:00; Su 07:00-17:00

## About

- Website: http://www.muehlenbaecker.de/
- 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
78 of 354 in Dresden cafes and bars. Top 22% 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 | 95% | no |
| Publish the menu or price list as HTML | 59% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 84% | yes |
| Structured data with address, phone and hours | 24% | no |
| Have an llms.txt | 30% | no |

Nearest places in the index: Kaffee King (F, 427 m, https://directindex.org/r/kaffeeking.de); Café zum Türmchen (D, 624 m, https://directindex.org/r/baeckerei-cafe-eckert.de); FORTY FOUR Old (F, 776 m, https://directindex.org/r/forty-four.gg); Zscheile Thomas Konditorei (F, 1263 m, https://directindex.org/r/konditorei-zscheile.de); Kaffee Und Schokolade (F, 1322 m, https://directindex.org/r/kaffee-schoko.de); Peter's Bierstube (D, 1356 m, https://directindex.org/r/9gg.de); Café Mahlgrad 156 (F, 1442 m, https://directindex.org/r/strato-hosting.eu); Xanadu Sportsbar Dresden (F, 1488 m, https://directindex.org/r/xanadu-sportsbar.de); Café Genuss (F, 1584 m, https://directindex.org/r/cafegenuss-dresden.de); iwent.de (C, 1691 m, https://directindex.org/r/iwent.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 12 everyday questions about Dresden cafes and bars and named 46 places. Ottendorfer Mühlenbäcker wasn't one of them. See who was named: https://directindex.org/city/dresden-cafes-bars/recommended


Compared with its peers: Sites built with WordPress 58% (29% A or B, 108921 sites); This site 61.5%.

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

## Businesses like Ottendorfer Mühlenbäcker in Dresden cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Dresden cafes and bars | 354 | 45% | 12% | 61.5% |
| Sites built with WordPress in Dresden cafes and bars | 118 | 52% | 17% | 61.5% |

The best of the sites built with WordPress in Dresden cafes and bars: SHUM Chill Bar & Restaurant (A 86.2%, https://directindex.org/r/shum-bar.de); Landbäckerei Schmidt (B 83.8%, https://directindex.org/r/landbaeckerei-schmidt.de); Dresdner Kaffeestübchen (B 83.4%, https://directindex.org/r/dresdner-kaffeestuebchen.de); Bistro-art Meal & Catering (B 80%, https://directindex.org/r/bistro-art.de); Biergarten Elbsegler (B 79.5%, https://directindex.org/r/bilderberg-bellevue-dresden.de).

With the three fixes above (Booking through an unrecognised third party; No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 3rd of 354 in Dresden cafes and bars, up from 78th.

## The direct record
What agents get for Ottendorfer Mühlenbäcker, as JSON: https://directindex.org/api/direct/muehlenbaecker.de
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Mo-Fr 06:30-18:00; Sa 07:00-18:00; Su 07:00-17:00 (closed now) (from OpenStreetMap)
- Phone: 03 52 05-450-0

## 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 | 6 | 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/muehlenbaecker.de
- 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: yes

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