# Mama mia: Agent-Direct Score C (60%) Site: http://www.pizzeria-mama-mia.de/ Report: https://directindex.org/r/pizzeria-mama-mia.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.) Mama mia is partly visible to agents. An AI assistant can open Mama mia's website. It can read what Mama mia offers. It finds a way to book or order directly, through pizzeria-mama-mia-bestellung.de. ## Direct links - Menu: https://www.pizzeria-mama-mia.de/speisekarte - Phone: +49 231 104971 - Hours, from OpenStreetMap · Overture Maps: Mon–Thu 12:00–22:00; Fri–Sat 12:00–23:00; Sun 12:00–22:00 - Its menu mentions: allergens - Outdoor seating (OpenStreetMap) ## Nearby, also direct Places near Mama mia that take a booking or an order on their own website, with no marketplace in between. - L'Osteria (520 m): https://directindex.org/r/losteria.net - Due Fratelli (700 m): https://directindex.org/r/duefratelski.de - La Trattoria (750 m): https://directindex.org/r/latrattoria-dortmund.com ## 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 - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **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. In Dortmund, 13% of comparable sites declare one. ## 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 ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Mama mia > restaurant (italian) in Dortmund. Phone +49 231 104971. ## Book or order directly - Menu: https://www.pizzeria-mama-mia.de/speisekarte ## Opening hours Mo-Th,Su,PH 12:00-22:00; Fr,Sa 12:00-23:00 ## About - Website: http://www.pizzeria-mama-mia.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.** There's no robots.txt, which means everything is allowed. - **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 207 of 571 in Dortmund. Top 36% 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 | 85% | no | | Publish the menu or price list as HTML | 66% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 84% | yes | | Structured data with address, phone and hours | 50% | no | | Have an llms.txt | 32% | no | Nearest places with a similar menu: Nudelhaus Da Capo (F, 420 m, https://directindex.org/r/nudelhaus-dacapo.de); Dolci Momenti (F, 440 m, https://directindex.org/r/dolci-momenti.de); L'Osteria (C, 518 m, https://directindex.org/r/losteria.net); Pizzeria Villa (F, 554 m, https://directindex.org/r/top-pizza.de); Marschalls (D, 605 m, https://directindex.org/r/marschalls-dortmund.de); Zucchero (D, 625 m, https://directindex.org/r/zucchero-ristorante.de); Il Gusto (D, 652 m, https://directindex.org/r/ilgusto-dortmund.de); Due Fratelli (C, 696 m, https://directindex.org/r/duefratelski.de); NONNA di Mama (D, 734 m, https://directindex.org/r/nonnadimia.de); La Trattoria (C, 748 m, https://directindex.org/r/latrattoria-dortmund.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. Recommended when people ask: "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (ChatGPT, Gemini, Claude) See what an AI agent reads on this site: https://directindex.org/r/pizzeria-mama-mia.de/agent-view ## Named by ChatGPT, Claude and Gemini for "I'm coeliac. A restaurant with real gluten-free options for dinner, book it" in Dortmund, November 2026 - "I'm coeliac. A restaurant with real gluten-free options for dinner, book it." (2026-11-01): ChatGPT with a link to this site; Claude by name, without a link; Gemini with a link to this site. https://directindex.org/city/dortmund/recommended/gluten-free Named by 3 of 3 assistants asked. Badge: https://directindex.org/badge/named/pizzeria-mama-mia.de.svg ## Businesses like Mama mia in Dortmund | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Dortmund | 571 | 49% | 17% | 60% | The best of the businesses of the same kind in Dortmund: Der kleine Moghul (A 100%, https://directindex.org/r/kleinemoghul.de); Brotzimmer (A 95.4%, https://directindex.org/r/brotzimmer.de); Oller Kotten (A 95.4%, https://directindex.org/r/ollerkotten-marl.biz); Pizzeria Bella Mia (A 95.4%, https://directindex.org/r/pizzeria-bellamia.de); Taste of Luscious by MC Filipino Food Truck (A 95.4%, https://directindex.org/r/taste-of-luscious-by-mc.de). With the two fixes above (No structured data for the business; Ordering through an unrecognised third party), the score would be about 95.4%. That would be 2nd of 571 in Dortmund, up from 207th. ## The direct record What agents get for Mama mia, as JSON: https://directindex.org/api/direct/pizzeria-mama-mia.de - Book: none on record - Order: none on record - Menu: https://www.pizzeria-mama-mia.de/speisekarte (html_page; from the scan) - Hours: Mo-Th,Su,PH 12:00-22:00; Fr,Sa 12:00-23:00 (open now) (from OpenStreetMap) - Phone: +49 231 104971 - Stable links that count: https://directindex.org/go/pizzeria-mama-mia.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 | 8 | 25 | | Actionable | 6 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/pizzeria-mama-mia.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/pizzeria-mama-mia.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/pizzeria-mama-mia.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=pizzeria-mama-mia.de&force=1