# Café Bar Restaurant Lemberg: Agent-Direct Score B (71.2%)

Site: http://www.lemberg-mannheim.de/
Report: https://directindex.org/r/lemberg-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.)
Café Bar Restaurant Lemberg is mostly ready for agents.
Some AI assistants are turned away by Café Bar Restaurant Lemberg's website. It can read what Café Bar Restaurant Lemberg offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: http://lemberg-mannheim.de/reservations/ (on the business's own site)
- Menu: http://lemberg-mannheim.de/menu/
- Phone: +49 621 4316880
- Address: Seckenheimer Straße 112 68165
- Hours, from OpenStreetMap: Mon–Sun 14:30–00:00
- Its menu mentions: vegetarian dishes
- Outdoor seating (OpenStreetMap)
- Prices: 7 prices on the site, the middle one €12.90

## Nearby, also direct
Places near Café Bar Restaurant Lemberg that take a booking or an order on their own website, with no marketplace in between.
- AGÁTA Rösterei & Cafe (810 m): https://directindex.org/r/agata-kaffee.de

## What to fix first
- **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it.
- **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)
- **7 prices on the landing page, the middle one €12.90.** 

## 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": "Café Bar Restaurant Lemberg",
  "url": "http://www.lemberg-mannheim.de/",
  "telephone": "+49 621 4316880",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Seckenheimer Straße 112",
    "postalCode": "68165"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 49.4767056,
    "longitude": 8.4848303
  },
  "openingHours": "Mo-Su,PH 14:30-24:00",
  "servesCuisine": [
    "coffee shop"
  ],
  "acceptsReservations": "http://lemberg-mannheim.de/reservations/",
  "hasMenu": "http://lemberg-mannheim.de/menu/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "http://lemberg-mannheim.de/reservations/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

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

```
# Café Bar Restaurant Lemberg

> cafe or coffee shop (coffee shop) in Seckenheimer Straße 112 68165, Mannheim cafes and bars. Phone +49 621 4316880.

## Book or order directly

- Book: http://lemberg-mannheim.de/reservations/ (on the business's own site)
- Menu: http://lemberg-mannheim.de/menu/

## Opening hours

Mo-Su,PH 14:30-24:00

## About

- Website: http://www.lemberg-mannheim.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.
- **Structured data found (Organization).** no address, phone or hours in it
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
15 of 86 in Mannheim cafes and bars. Top 17% 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% | yes |
| Publish the menu or price list as HTML | 70% | yes |
| 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 with a similar menu: Kaffeerösterei Lauri (F, 454 m, https://directindex.org/r/lauri-kaffee.de); Kaffee Kult (D, 611 m, https://directindex.org/r/kaffee-roesterei-kult.de); Cafe Milo (D, 715 m, https://directindex.org/r/milo-mannheim.de); AGÁTA Rösterei & Cafe (C, 812 m, https://directindex.org/r/agata-kaffee.de); Kame Café und Bubble Tea Factory (D, 1002 m, https://directindex.org/r/kamecafeundbubbleteafactorymannheim.de); Star Coffee (F, 1121 m, https://directindex.org/r/star-coffee.de); Le Voyage Coffee & Baguette (C, 1134 m, https://directindex.org/r/levoyage-cafe.de); Coffee Fellows (D, 1162 m, https://directindex.org/r/coffee-fellows.com); Snocks Coffee (F, 1220 m, https://directindex.org/r/snockscoffee.com); pjur Espressobar (F, 1247 m, https://directindex.org/r/pure-espresso.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 Mannheim cafes and bars and named 48 places. Café Bar Restaurant Lemberg wasn't one of them. See who was named: https://directindex.org/city/mannheim-cafes-bars/recommended


Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 71.2%.

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

## Businesses like Café Bar Restaurant Lemberg 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% | 71.2% |
| Sites built with WordPress in Mannheim cafes and bars | 29 | 55% | 21% | 71.2% |

The best of the sites built with WordPress in Mannheim cafes and bars: 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); Antep Baklava (B 84.6%, https://directindex.org/r/antep-baklava.com); Faces Lounge (B 75.8%, https://directindex.org/r/engelhorn.com); Café Pfau (B 73.8%, https://directindex.org/r/cafe-pfau.de).

With the three fixes above (The server turns AI crawlers away at the door; Structured data is incomplete; No working HTTPS), the score would be about 95.4%. That would be 2nd of 86 in Mannheim cafes and bars, up from 15th.

## The direct record
What agents get for Café Bar Restaurant Lemberg, as JSON: https://directindex.org/api/direct/lemberg-mannheim.de
- Book: http://lemberg-mannheim.de/reservations/ (own site; found by the scan of 2026-10-24, not yet tested)
- Order: none on record
- Menu: http://lemberg-mannheim.de/menu/ (html_page; from the scan)
- Hours: Mo-Su,PH 14:30-24:00 (closed now) (from OpenStreetMap)
- Phone: +49 621 4316880
- Stable links that count: https://directindex.org/go/lemberg-mannheim.de/book, https://directindex.org/go/lemberg-mannheim.de/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): 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

Found one hop past the home page: menu page /menu/: 109 prices.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 15.3 | 25 |
| Readable | 16 | 25 |
| Actionable | 15 | 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/lemberg-mannheim.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/lemberg-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/lemberg-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=lemberg-mannheim.de&force=1