# Café Sammo: Agent-Direct Score D (49.2%)

Site: https://www.cafe-sammo.com/
Report: https://directindex.org/r/cafe-sammo.com
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 Sammo is hard for agents to use.
An AI assistant can open Café Sammo's website. It can read what Café Sammo offers. It can't find a link to book or order online.

## Direct links
- Menu: https://www.cafe-sammo.com/unser-menue
- Hours, from OpenStreetMap: Mon–Fri 06:00–20:00; Sat 07:00–19:00; Sun closed
- Outdoor seating (OpenStreetMap)

## Nearby, also direct
Places near Café Sammo that take a booking or an order on their own website, with no marketplace in between.
- Café Bistro Novus (240 m): https://directindex.org/r/novus-mannheim.de
- Ella & Louis (960 m): https://directindex.org/r/ellalouis.de
- Café Im Juli (1 km): https://directindex.org/r/im-juli-mannheim.de

## What to fix first
- **No structured data for the business.** (+15 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.** (+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

## What the site tells visitors (Measured, not scored)
- **The footer says © 2015.** Visitors and assistants may read that year as the last time anyone looked after the site.
- **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": "CafeOrCoffeeShop",
  "name": "Café Sammo",
  "url": "https://www.cafe-sammo.com/",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 49.4859498,
    "longitude": 8.4643012
  },
  "openingHours": "Mo-Fr 06:00-20:00; Sa 07:00-19:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "06:00",
      "closes": "20:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "07:00",
      "closes": "19:00"
    }
  ],
  "servesCuisine": [
    "coffee shop"
  ],
  "hasMenu": "https://www.cafe-sammo.com/unser-menue"
}
</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.
- **Menu or price list is an HTML page.** Agents can read the items and prices.

## Where it stands
41 of 86 in Mannheim cafes and bars. Top 48% 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% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 90% | yes |
| Structured data with address, phone and hours | 30% | no |
| Have an llms.txt | 50% | yes |

Nearest places in the index: Café Bistro Novus (B, 239 m, https://directindex.org/r/novus-mannheim.de); Waffleria (F, 380 m, https://directindex.org/r/waffleriacafe.com); L7 Bistro by Sebastian Biehler Catering (F, 465 m, https://directindex.org/r/jimdosite.com); Star Coffee (F, 688 m, https://directindex.org/r/star-coffee.de); Gasthaus Roter Ochsen (F, 703 m, https://directindex.org/r/roter-ochsen-mannheim.de); Ella & Louis (A, 960 m, https://directindex.org/r/ellalouis.de); Café Im Juli (A, 1000 m, https://directindex.org/r/im-juli-mannheim.de); Eismanufaktur Zeitgeist (F, 1396 m, https://directindex.org/r/eis.jetzt); KIOSK (F, 1448 m, https://directindex.org/r/kiosk.ma); Bäckerei Café Grimminger (D, 1450 m, https://directindex.org/r/grimminger.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.

Recommended when people ask: "A quiet cafe near the centre where I can sit with my laptop this morning." (ChatGPT); "A cafe for breakfast near the centre tomorrow at 8." (Gemini)


Compared with its peers: Sites built with Wix 54% (31% A or B, 42583 sites); This site 49.2%.

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

## Named by ChatGPT and Gemini for "A quiet cafe near the centre where I can sit with my laptop this morning" and "A cafe for breakfast near the centre tomorrow at 8" in Mannheim cafes and bars, October 2026
- "A quiet cafe near the centre where I can sit with my laptop this morning." (2026-10-21): ChatGPT with a link to this site. https://directindex.org/city/mannheim-cafes-bars/recommended/laptop-cafe
- "A cafe for breakfast near the centre tomorrow at 8." (2026-10-21): Gemini with a link to this site. https://directindex.org/city/mannheim-cafes-bars/recommended/breakfast-cafe
Named by 2 of 2 assistants asked. Badge: https://directindex.org/badge/named/cafe-sammo.com.svg

## Businesses like Café Sammo 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% | 49.2% |
| Sites built with Wix in Mannheim cafes and bars | 6 | 65% | 33% | 49.2% |

The best of the sites built with Wix in Mannheim cafes and bars: Café Nunu (A 90.8%, https://directindex.org/r/nunu-mannheim.de); Ella & Louis (A 86.2%, https://directindex.org/r/ellalouis.de); CaFEH (C 63.1%, https://directindex.org/r/cafeh-vogelstang.de); Laib & Leben (C 61.5%, https://directindex.org/r/laib-und-leben.de); Patina (F 38.5%, https://directindex.org/r/patina-mannheim.de).

With the two fixes above (No structured data for the business; No booking or ordering link on the website), the score would be about 95.4%. That would be 2nd of 86 in Mannheim cafes and bars, up from 41st.

## The direct record
What agents get for Café Sammo, as JSON: https://directindex.org/api/direct/cafe-sammo.com
- Book: none on record
- Order: none on record
- Menu: https://www.cafe-sammo.com/unser-menue (html_page; from the scan)
- Hours: Mo-Fr 06:00-20:00; Sa 07:00-19:00 (closed now) (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/cafe-sammo.com/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): 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 | 7 | 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/cafe-sammo.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: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- 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: 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

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