# Mille Luci: Agent-Direct Score D (46.7%) Site: http://www.mille-luci.pl/ Report: https://directindex.org/r/mille-luci.pl Scanned: 2026-10-22 (Provisional, with the action test still to come. The hatched part of the bar isn't measured yet.) Mille Luci is hard for agents to use. An AI assistant can open Mille Luci's website. What Mille Luci offers is in a PDF or an image, and assistants read those badly. To book or order, it is sent to Just Eat, a marketplace. ## Direct links - Menu: https://www.mille-luci.pl/assets/img_megato/mille-luci-menu-2026.pdf - Phone: +48221145916 ## Nearby, also direct Places near Mille Luci that take a booking or an order on their own website, with no marketplace in between. - Make & Take (1.2 km): https://directindex.org/r/maketake.pl - Pizzeria Antonio (1.9 km): https://directindex.org/r/antoniopizza.pl - Il Peperoncino (2.1 km): https://directindex.org/r/ilpeperoncino.pl - Pizza na Wypasie (2.2 km): https://directindex.org/r/pizzanawypasie.eu - Moltopizza (2.3 km): https://directindex.org/r/moltopizza.pl ## 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 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 - **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) - **The footer says © 2020.** Visitors and assistants may read that year as the last time anyone looked after the site. In Warsaw, 63% of comparable sites that show a year say 2025 or later. ## 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. ``` # Mille Luci > restaurant (pizza) in Warsaw. Phone +48221145916. ## Book or order directly - Menu: https://www.mille-luci.pl/assets/img_megato/mille-luci-menu-2026.pdf ## About - Website: http://www.mille-luci.pl/ - 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. ## Where it stands 945 of 1464 in Warsaw. Top 65% 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 | 99% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 99% | yes | | Structured data with address, phone and hours | 93% | no | | Have an llms.txt | 5% | no | Nearest places with a similar menu: Sól i Pieprz (F, 873 m, https://directindex.org/r/solipieprz.com); MaxiPizza (D, 941 m, https://directindex.org/r/maxipizza.pl); Make & Take (B, 1238 m, https://directindex.org/r/maketake.pl); Pizzeria Antonio (A, 1891 m, https://directindex.org/r/antoniopizza.pl); Pizza&Pasta (B, 1895 m, https://directindex.org/r/pizzaipasta.pl); Il Peperoncino (A, 2052 m, https://directindex.org/r/ilpeperoncino.pl); Pizza na Wypasie (B, 2196 m, https://directindex.org/r/pizzanawypasie.eu); Moltopizza (A, 2286 m, https://directindex.org/r/moltopizza.pl); Pizza z Radości (F, 2550 m, https://directindex.org/r/biesiadowo.pl); Vero pizzeria (A, 2841 m, https://directindex.org/r/veropizza.com). ## What assistants answer Asked on 2026-10-28 with web search on. 33% of the answers pointed to the business's own site or to a vendor working for it. That share is the Cited part of the score. | Assistant | Official website? | Where to book? | Where to order? | |---|---|---|---| | ChatGPT | own site | other site: mille-luci-restaurant.eatbu.com | marketplace: justeat | | Gemini | own site | other site: millelucipizzeria.com | marketplace: justeat | The assistants were asked 22 everyday questions about Warsaw and named 106 places. Mille Luci wasn't one of them. See who was named: https://directindex.org/city/warsaw/recommended **What ChatGPT said, Official website? (2026-10-28):** https://www.mille-luci.pl/ (mille-luci.pl (https://www.mille-luci.pl/?utmsource=openai)) **What ChatGPT said, Where to book? (2026-10-28):** You can book through Mille Luci’s online page: mille-luci-restaurant.eatbu.com (https://mille-luci-restaurant.eatbu.com/?lang=en). (mille-luci-restaurant.eatbu.com (https://mille-luci-restaurant.eatbu.com/?lang=pl&utmsource=openai)) **What ChatGPT said, Where to order? (2026-10-28):** Order online from Mille Luci on Pyszne.pl (https://www.pyszne.pl/en/menu/mille-luci). (pyszne.pl (https://www.pyszne.pl/en/menu/mille-luci?utmsource=openai)) **What Gemini said, Official website? (2026-10-28):** The official website of Mille Luci, a restaurant in Warsaw, Poland, is www.mille-luci.pl. **What Gemini said, Where to book? (2026-10-28):** You can book a table online at Mille Luci in Warsaw, Poland, through their reservations page. Here is the link you should use: https://millelucipizzeria.com/reservations/ **What Gemini said, Where to order? (2026-10-28):** You can order food online from Mille Luci, a restaurant in Warsaw, Poland, through Pyszne.pl. Here's the link you should use: Mille Luci Warszawa Delivery - Order online - Pyszne.pl Compared with its peers: Sites using Just Eat 57% (12% A or B, 1981 sites); This site 46.7%. See what an AI agent reads on this site: https://directindex.org/r/mille-luci.pl/agent-view ## Why the assistants send people elsewhere Why (2026-10-28): Because the business lacks on-site booking and only provides an external delivery link, ChatGPT and Gemini sent users to Just Eat marketplace pages or alternative reservation sites instead of mille-luci.pl. ## Businesses like Mille Luci in Warsaw | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Warsaw | 1464 | 56% | 30% | 46.7% | | Sites using Just Eat in Warsaw | 19 | 54% | 21% | 46.7% | The best of the sites using Just Eat in Warsaw: Setka (B 75.4%, https://directindex.org/r/setkawroclaw.pl); Symfonia Smaku (B 72.3%, https://directindex.org/r/symfonia-smaku.com); Tian House (B 72.3%, https://directindex.org/r/tianhouse.pl); Wok & Talk (B 72.3%, https://directindex.org/r/wok-and-talk.pl); Burger Chata (C 64.6%, https://directindex.org/r/burger-chata.pl). With the three fixes above (No structured data for the business; Ordering only through justeat; Menu or price list is a PDF), the score would be about 80.8%. That would be 249th of 1,464 in Warsaw, up from 945th. ## The direct record What agents get for Mille Luci, as JSON: https://directindex.org/api/direct/mille-luci.pl - Book: none on record - Order: none on record - Menu: https://www.mille-luci.pl/assets/img_megato/mille-luci-menu-2026.pdf (pdf; from the scan) - Hours: none on record - Phone: +48221145916 - Stable links that count: https://directindex.org/go/mille-luci.pl/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 | 5 | 25 | | Actionable | 3 | 15 (the action test: pending) | | Cited | 6.7 | 20 | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/mille-luci.pl - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - 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/mille-luci.pl/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/mille-luci.pl/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=mille-luci.pl&force=1