# Panuozz: Agent-Direct Score C (60%) Site: https://www.panuozz.it/ Report: https://directindex.org/r/panuozz.it Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Panuozz is partly visible to agents. An AI assistant can open Panuozz's website. What Panuozz offers is on another site. To book or order, it is sent to Just Eat, a marketplace. ## Direct links - Phone: +393751017742 - WhatsApp: a link on the site ## Nearby, also direct Places near Panuozz that take a booking or an order on their own website, with no marketplace in between. - Mason's Lobster Rolls (2.5 km): https://directindex.org/r/masonslobster.it ## What to fix first - **Ordering only through justeat.** (+12 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 - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **Menu or price list is on another site.** (+5 points) The link goes to google.com, so that site gets the credit and the visits. 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. In Milan, 24% 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. ``` # Panuozz > fast food restaurant (sandwich) in Milan. Phone +393751017742. ## Book or order directly - Menu: https://drive.google.com/drive/folders/1iuoWeURCLEQ1uvvCzPVRMK1WhTgKVatq?usp=sharing ## About - Website: https://www.panuozz.it/ - 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. - **Structured data found (Organization).** no address, phone or hours in it ## Where it stands 1011 of 2361 in Milan. Top 43% 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 | 98% | no | | Publish the menu or price list as HTML | 93% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes | | Structured data with address, phone and hours | 27% | no | | Have an llms.txt | 27% | no | Nearest places with a similar menu: Pan per me (F, 1189 m, https://directindex.org/r/panperme.it); All'Antico Vinaio (F, 2249 m, https://directindex.org/r/allanticovinaio.com); Panini De Santis - La Rinascente (D, 2270 m, https://directindex.org/r/paninidesantis.com); L'Altro Tramezzino (C, 2270 m, https://directindex.org/r/laltrotramezzino.it); Carioni bistrot agricolo (F, 2357 m, https://directindex.org/r/carioni1920.com); Mason's Lobster Rolls (C, 2462 m, https://directindex.org/r/masonslobster.it); Panino Giusto (F, 2544 m, https://directindex.org/r/paninogiusto.com); Muzzicò (D, 2799 m, https://directindex.org/r/muzzico.it); L'Isola della Piadina (F, 2868 m, https://directindex.org/r/isoladellapiadina.it); Pepen Milano (D, 2877 m, https://directindex.org/r/pepenmilano.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. The assistants were asked 13 everyday questions about Milan and named 65 places. Panuozz wasn't one of them. See who was named: https://directindex.org/city/milan/recommended Compared with its peers: Sites built with WordPress 57% (28% A or B, 145483 sites); Sites using Just Eat 52% (10% A or B, 1968 sites); This site 60%. See what an AI agent reads on this site: https://directindex.org/r/panuozz.it/agent-view ## Businesses like Panuozz in Milan | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Milan | 2361 | 52% | 27% | 60% | | Sites built with WordPress in Milan | 1136 | 62% | 36% | 60% | | Sites using Just Eat in Milan | 41 | 53% | 12% | 60% | | Sites built with WordPress and using Just Eat in Milan | 8 | 69% | 38% | 60% | The best of the sites built with WordPress and using Just Eat in Milan: Cinnamon restaurant (A 90%, https://directindex.org/r/ristorantecinnamon.it); Thai Square (A 86.2%, https://directindex.org/r/thaisquare.it); Crazy Pizza Milan (B 73.8%, https://directindex.org/r/crazypizza.com); Trapizzino (C 69.2%, https://directindex.org/r/trapizzino.it); Pizzeria Del Ponte Decembrio (C 67.7%, https://directindex.org/r/pizzeriadelponte.it). With the three fixes above (Ordering only through justeat; Structured data is incomplete; Menu or price list is on another site), the score would be about 95.4%. That would be 28th of 2,361 in Milan, up from 1011th. ## The direct record What agents get for Panuozz, as JSON: https://directindex.org/api/direct/panuozz.it - Book: none on record - Order: none on record - Menu: https://drive.google.com/drive/folders/1iuoWeURCLEQ1uvvCzPVRMK1WhTgKVatq?usp=sharing (external; from the scan) - Hours: none on record - Phone: +393751017742 - Stable links that count: https://directindex.org/go/panuozz.it/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 - Vendor terms for agents, Just Eat: Not stated. Just Eat's UK website terms bar misuse of the website including scraping and limit use to personal, non-commercial purposes; they do not address an assistant ordering for a customer; an Alexa+ ordering tie-in is announced but not live. The terms page refused an automated read on 2026-10-15. Read 2026-10-15: https://www.just-eat.co.uk/info/terms-and-conditions ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 11 | 25 | | Actionable | 3 | 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/panuozz.it - 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/panuozz.it/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/panuozz.it/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=panuozz.it&force=1