# Măm-Măm: Agent-Direct Score C (55.4%)

Site: https://mam-mam-bonn.de/
Report: https://directindex.org/r/mam-mam-bonn.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.)
Măm-Măm is partly visible to agents.
An AI assistant can open Măm-Măm's website. What Măm-Măm offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through patiotime.loftocean.com.

## Direct links
- Menu: https://mam-mam-bonn.de/menu/
- Phone: +49 228 52269512
- Address: Königstraße 76 53115 Bonn
- Hours, from OpenStreetMap: Mon closed; Tue–Fri 12:00–15:00, 17:00–22:00; Sat–Sun 14:00–22:00
- Outdoor seating (OpenStreetMap)

## Nearby, also direct
Places near Măm-Măm that take a booking or an order on their own website, with no marketplace in between.
- Mandala (520 m): https://directindex.org/r/mandalavegan.com
- Cloud (700 m): https://directindex.org/r/cloud-restaurant.com
- Cobami (840 m): https://directindex.org/r/cobami-bonn.de
- Cây Tre (1.1 km): https://directindex.org/r/caytre.eu
- Vietnam Deli (1.4 km): https://directindex.org/r/vietnamdeli.de

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **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
- **Ordering only through justeat.** (+9 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **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.

## 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": "Restaurant",
  "name": "Măm-Măm",
  "url": "https://mam-mam-bonn.de/",
  "telephone": "+49 228 52269512",
  "email": "hallo@mam-mam-bonn.de",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Königstraße 76",
    "postalCode": "53115",
    "addressLocality": "Bonn",
    "addressCountry": "DE"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 50.7266243,
    "longitude": 7.0969554
  },
  "openingHours": "Tu-Fr 12:00-15:00,17:00-22:00; Sa-Su 14:00-22:00; Mo off",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "12:00",
      "closes": "15:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Tuesday",
        "Wednesday",
        "Thursday",
        "Friday"
      ],
      "opens": "17:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday",
        "Sunday"
      ],
      "opens": "14:00",
      "closes": "22:00"
    }
  ],
  "servesCuisine": [
    "vietnamese"
  ],
  "hasMenu": "https://mam-mam-bonn.de/menu/"
}
</script>
```

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

```
# Măm-Măm

> restaurant (vietnamese) in Königstraße 76 53115 Bonn, Bonn. Phone +49 228 52269512.

## Book or order directly

- Menu: https://mam-mam-bonn.de/menu/

## Opening hours

Tu-Fr 12:00-15:00,17:00-22:00; Sa-Su 14:00-22:00; Mo off

## About

- Website: https://mam-mam-bonn.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.

## Where it stands
147 of 287 in Bonn. Top 51% 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 | 90% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 53% | no |

Nearest places with a similar menu: Mandala (B, 517 m, https://directindex.org/r/mandalavegan.com); Cloud (A, 699 m, https://directindex.org/r/cloud-restaurant.com); Cobami (C, 837 m, https://directindex.org/r/cobami-bonn.de); Cây Tre (A, 1121 m, https://directindex.org/r/caytre.eu); Vietnam Deli (D, 1377 m, https://directindex.org/r/vietnamdeli.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: "Dinner with two kids tonight, somewhere relaxed. Book a table for four." (ChatGPT); "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (ChatGPT)


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); Sites using Just Eat 57% (12% A or B, 1981 sites); This site 55.4%.

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

## Named by ChatGPT for "Dinner with two kids tonight, somewhere relaxed. Book a table for four" and "I'm coeliac. A restaurant with real gluten-free options for dinner, book it" in Bonn, November 2026
- "Dinner with two kids tonight, somewhere relaxed. Book a table for four." (2026-11-02): ChatGPT with a link to this site. https://directindex.org/city/bonn/recommended/kids-family
- "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (2026-11-02): ChatGPT with a link to this site. https://directindex.org/city/bonn/recommended/gluten-free
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/mam-mam-bonn.de.svg

## Businesses like Măm-Măm in Bonn

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Bonn | 287 | 55% | 30% | 55.4% |
| Sites built with WordPress in Bonn | 109 | 61% | 37% | 55.4% |
| Sites using Just Eat in Bonn | 15 | 62% | 20% | 55.4% |
| Sites built with WordPress and using Just Eat in Bonn | 5 | 62% | 40% | 55.4% |

The best of the sites built with WordPress and using Just Eat in Bonn: OSCAR (B 84.6%, https://directindex.org/r/oscar-badgodesberg.de); Roha (B 72.3%, https://directindex.org/r/rohacafe.de); Zum Albaner (D 50.8%, https://directindex.org/r/zum-albaner.de); Haus des Döners (D 45.1%, https://directindex.org/r/hausdesdoners.de).

With the three fixes above (No structured data for the business; Booking through an unrecognised third party; Ordering only through justeat), the score would be about 100%, which would be first of 287 in Bonn.

## The direct record
What agents get for Măm-Măm, as JSON: https://directindex.org/api/direct/mam-mam-bonn.de
- Book: none on record
- Order: none on record
- Menu: https://mam-mam-bonn.de/menu/ (pdf; from the scan)
- Hours: Tu-Fr 12:00-15:00,17:00-22:00; Sa-Su 14:00-22:00; Mo off (closed now) (from OpenStreetMap)
- Phone: +49 228 52269512
- Stable links that count: https://directindex.org/go/mam-mam-bonn.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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 5 | 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/mam-mam-bonn.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: no

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