# Mangia e Vai: Agent-Direct Score C (58.9%) Site: http://mangiapizza.de Report: https://directindex.org/r/mangiapizza.de Scanned: 2026-10-20 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Mangia e Vai is partly visible to agents. Some AI assistants are turned away by Mangia e Vai's website. It can read what Mangia e Vai offers. It can't find a link to book or order online. ## Direct links - Menu: https://mangiapizza.de/?scroll-to-menu=true - Phone: +49 221 92299622 - Address: Machabäerstraße 61 50668 Köln - Hours, from OpenStreetMap · Overture Maps: Mo-Fr 10:30-22:45, Sa-Su 13:00-22:45 - Outdoor seating (OpenStreetMap) - Prices: 80 prices on the site, the middle one €11.50 ## Nearby, also direct Places near Mangia e Vai that take a booking or an order on their own website, with no marketplace in between. - Nonna Napoli (510 m): https://directindex.org/r/nonna-napoli.de - da Antonio (670 m): https://directindex.org/r/ristorante-daantonio.de - Pizzalieferservice, Hansa Gourmet Express (700 m): https://directindex.org/r/hansa-gourmet.de ## What to fix first - **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 - **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.** (+2 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant - **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) - **80 prices on the landing page, the middle one €11.50.** In Cologne, the middle price of comparable sites that show prices is €11.80. ## 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. ``` # Mangia e Vai > restaurant (pizza, italian, pasta) in Machabäerstraße 61 50668 Köln, Cologne. Phone +49 221 92299622. ## Book or order directly - Menu: https://mangiapizza.de/?scroll-to-menu=true ## Opening hours Mo-Fr 10:30-22:45, Sa-Su 13:00-22:45 ## About - Website: http://mangiapizza.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 (Restaurant).** address, opening hours - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 629 of 1796 in Cologne. Top 35% 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 | 90% | no | | Publish the menu or price list as HTML | 80% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 89% | no | | Structured data with address, phone and hours | 47% | no | | Have an llms.txt | 25% | no | Nearest places with a similar menu: Pizza-hop (D, 49 m, https://directindex.org/r/pizzahop.de); Luciano (F, 414 m, https://directindex.org/r/ristorante-luciano.de); Nonna Napoli (C, 513 m, https://directindex.org/r/nonna-napoli.de); Ristorante Rossini (D, 514 m, https://directindex.org/r/rossini-koeln.de); punto pasta (F, 613 m, https://directindex.org/r/puntopasta-koeln.de); Foodfly (F, 624 m, https://directindex.org/r/food-fly.de); Pizza Pronto (C, 639 m, https://directindex.org/r/pizzapronto-food.de); da Antonio (C, 667 m, https://directindex.org/r/ristorante-daantonio.de); Pizzalieferservice, Hansa Gourmet Express (C, 696 m, https://directindex.org/r/hansa-gourmet.de); Celentano (F, 714 m, https://directindex.org/r/barcelentano.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 Cologne and named 80 places. Mangia e Vai wasn't one of them. See who was named: https://directindex.org/city/cologne/recommended See what an AI agent reads on this site: https://directindex.org/r/mangiapizza.de/agent-view ## Businesses like Mangia e Vai in Cologne | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Cologne | 1796 | 49% | 21% | 58.9% | The best of the businesses of the same kind in Cologne: Belegte Brotstangen (A 100%, https://directindex.org/r/belegte-brotstangen.de); Bickendorfer Hof (A 100%, https://directindex.org/r/bickendorfer-hof.de); Bulgogi Haus (A 100%, https://directindex.org/r/bulgogi-haus.de); Daikan (A 100%, https://directindex.org/r/daikan.de); Pizza Arena (A 100%, https://directindex.org/r/pizzaarena24.de). With the three fixes above (No booking or ordering link on the website; The server turns AI crawlers away at the door; Structured data is incomplete), the score would be about 95.4%. That would be 14th of 1,796 in Cologne, up from 629th. ## The direct record What agents get for Mangia e Vai, as JSON: https://directindex.org/api/direct/mangiapizza.de - Book: none on record - Order: none on record - Menu: https://mangiapizza.de/?scroll-to-menu=true (html_page; from the scan) - Hours: Mo-Fr 10:30-22:45, Sa-Su 13:00-22:45 (from OpenStreetMap) - Phone: +49 221 92299622 - Stable links that count: https://directindex.org/go/mangiapizza.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 | 18.3 | 25 | | Readable | 20 | 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/mangiapizza.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/mangiapizza.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/mangiapizza.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=mangiapizza.de&force=1