# Gasthaus Roter Ochsen: Agent-Direct Score F (4.6%)

Site: https://roter-ochsen-mannheim.de/
Report: https://directindex.org/r/roter-ochsen-mannheim.de
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Gasthaus Roter Ochsen is largely invisible to agents.
AI assistants can't open Gasthaus Roter Ochsen's website, so they go by what other sites say about it.

## Direct links
- Phone: +49 621 24752
- Hours, from OpenStreetMap: Mon–Fri 17:00–23:00; Sat 18:00–00:00; Sun closed

## Nearby, also direct
Places near Gasthaus Roter Ochsen that take a booking or an order on their own website, with no marketplace in between.
- calmá (400 m): https://directindex.org/r/calma-mannheim.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 (http_403). 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.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). 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.** (+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

## 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.

## 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": "BarOrPub",
  "name": "Gasthaus Roter Ochsen",
  "url": "https://roter-ochsen-mannheim.de/",
  "telephone": "+49 621 24752",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 49.4908711,
    "longitude": 8.4704034
  },
  "openingHours": "Mo-Fr 17:00-23:00; Sa 18:00-24:00; Su off",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "17:00",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "18:00",
      "closes": "24:00"
    }
  ]
}
</script>
```

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

## Where it stands
81 of 86 in Mannheim cafes and bars. Top 94% 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 | 70% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | no |
| Structured data with address, phone and hours | 30% | no |
| Have an llms.txt | 50% | no |

Nearest places in the index: Cafe Vienna (F, 134 m, https://directindex.org/r/cafevienna-mannheim.de); Kazzwoo Cafe Bar (F, 258 m, https://directindex.org/r/kazzwoo.com); Destille Nr. 13 (F, 288 m, https://directindex.org/r/destille-nr13.de); Waffleria (F, 330 m, https://directindex.org/r/waffleriacafe.com); Moha Kaffeerösterei (F, 340 m, https://directindex.org/r/mohakaffee.de); Billard Cafe Bianco (F, 376 m, https://directindex.org/r/flip-inn.de); Barrios Cocktail Lounge Restaurant (F, 377 m, https://directindex.org/r/barriosmannheim.com); calmá (A, 402 m, https://directindex.org/r/calma-mannheim.de); Bar2 (C, 433 m, https://directindex.org/r/bar2mannheim.de); Café Filsbach (F, 450 m, https://directindex.org/r/filsbach.com).

## 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 Mannheim cafes and bars and named 48 places. Gasthaus Roter Ochsen wasn't one of them. See who was named: https://directindex.org/city/mannheim-cafes-bars/recommended


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

## Businesses like Gasthaus Roter Ochsen in Mannheim cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Mannheim cafes and bars | 86 | 49% | 17% | 4.6% |

The best of the businesses of the same kind in Mannheim cafes and bars: calmá (A 100%, https://directindex.org/r/calma-mannheim.de); Café Nunu (A 90.8%, https://directindex.org/r/nunu-mannheim.de); L'uva (A 89.2%, https://directindex.org/r/luva-mannheim.de); Café Im Juli (A 86.2%, https://directindex.org/r/im-juli-mannheim.de); Ella & Louis (A 86.2%, https://directindex.org/r/ellalouis.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 booking or ordering link on the website), the score would be about 84.6%. That would be 6th of 86 in Mannheim cafes and bars, up from 81st.

## The direct record
What agents get for Gasthaus Roter Ochsen, as JSON: https://directindex.org/api/direct/roter-ochsen-mannheim.de
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Mo-Fr 17:00-23:00; Sa 18:00-24:00; Su off (closed now) (from OpenStreetMap)
- Phone: +49 621 24752

## 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 http_403); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 1 | 25 |
| Actionable | 2 | 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/roter-ochsen-mannheim.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/roter-ochsen-mannheim.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=roter-ochsen-mannheim.de&force=1