# Mamma Mia: Agent-Direct Score C (69.7%)

Site: https://restaurant-mammamia.de/
Report: https://directindex.org/r/restaurant-mammamia.de
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Mamma Mia is partly visible to agents.

## Direct links
- Menu: https://restaurant-mammamia.de/de/menu/0d478bcf-e4c4-4661-8b90-dab7841639a7
- Phone: +49 2234 698128

## What to fix first
- **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **The server turns AI crawlers away at the door.** (+6.7 points) Live fetches as GPTBot (http_403), ClaudeBot (http_403) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **Structured data present (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
245 of 1109 in Cologne. Top 22% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 88% | no |
| Publish the menu or price list as HTML | 82% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | no |
| Structured data with address, phone and hours | 48% | yes |
| Have an llms.txt | 24% | yes |

Nearest places in the index: Taj Mahal (C, 515 m, https://directindex.org/r/taj-frechen.de); Schützenhaus (B, 719 m, https://directindex.org/r/schuetzenhaus-frechen.de); China Wok (D, 882 m, https://directindex.org/r/chinawok-frechen.de); Chido (C, 902 m, https://directindex.org/r/chido-restaurant.de); Ristorante Dolce Vita (C, 926 m, https://directindex.org/r/dolce-vita-frechen.de); Hanoi Red (D, 1003 m, https://directindex.org/r/hanoired.de); El Greco (F, 1088 m, https://directindex.org/r/el-greco-frechen.de); Alter Bahnhof Frechen (D, 1153 m, https://directindex.org/r/gleisbrauer.de); Salt N´ Pepa (F, 1206 m, https://directindex.org/r/saltnpepa.de); La Cabana (F, 1220 m, https://directindex.org/r/lacabana-frechen.de).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

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

Read by AI agents 6 times this month.

## Businesses like Mamma Mia in Cologne

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Cologne | 1109 | 45% | 22% | 69.7% |

The best of Same kind in Cologne: Bickendorfer Hof (A 100%, https://directindex.org/r/bickendorfer-hof.de); Via Gusto (A 100%, https://directindex.org/r/via-gusto.de); sorry mama - it`s so yummy (A 100%, https://directindex.org/r/sorry-mama.com); Caruso Pasta Bar (A 97.5%, https://directindex.org/r/caruso-pastabar.de); El Barrio (A 96.3%, https://directindex.org/r/elbarrio-koeln.de).

With the two fixes above (No booking or ordering path at all; The server turns AI crawlers away at the door) the score would be about 100%: first of 1,109 in Cologne.

## The direct record
What agents get for Mamma Mia, as JSON: https://directindex.org/api/direct/restaurant-mammamia.de
- Book: none on record
- Order: none on record
- Menu: https://restaurant-mammamia.de/de/menu/0d478bcf-e4c4-4661-8b90-dab7841639a7 (html_page; from the scan)
- Hours: Mo-Fr 11:30-14:30,16:00-22:30; Sa-Su 13:30-22:30 (closed now) (from OpenStreetMap)
- Phone: +49 2234 698128
- Stable links that count: https://directindex.org/go/restaurant-mammamia.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 18.3 | 25 |
| Readable | 25 | 25 |
| Actionable | 2 | 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/restaurant-mammamia.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: 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: 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

Deep report: https://directindex.org/r/restaurant-mammamia.de/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=restaurant-mammamia.de&force=1