# TheLab - Unconventional Burger Experience: Agent-Direct Score B (78.5%) Site: http://www.thelabmilano.it/ Report: https://directindex.org/r/thelabmilano.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.) TheLab - Unconventional Burger Experience is mostly ready for agents. An AI assistant can open TheLab - Unconventional Burger Experience's website. It can read what TheLab - Unconventional Burger Experience offers. It finds a way to book or order directly, through DISH. ## Direct links - Book directly: https://reservation.dish.co/landingPage/hydra-d931789c-f6c9-4101-9c9c-a0135b2e1b09 (through dish acting for the business) - Menu: https://www.thelabmilano.it/miglior-hamburger-milano/ - Phone: +390276021879 - Address: Via Pasquale Sottocorno, 5A, 20129, Milano - Its menu mentions: allergens ## Nearby, also direct Places near TheLab - Unconventional Burger Experience that take a booking or an order on their own website, with no marketplace in between. - Original Pizza (1.1 km): https://directindex.org/r/originalpizza.it - Doppio Malto (1.5 km): https://directindex.org/r/doppiomalto.com - Donna burgherita (1.5 km): https://directindex.org/r/donnaburgherita.com - Jollibee (1.5 km): https://directindex.org/r/jollibee.com.ph - Al Mercato (1.8 km): https://directindex.org/r/al-mercato.it ## What to fix first - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **Ordering only through deliveroo.** (+5 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 - **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, 27% 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. ``` # TheLab - Unconventional Burger Experience > organization (burger) in Via Pasquale Sottocorno, 5A, 20129, Milano, Milan. Phone +390276021879. ## Book or order directly - Book: https://reservation.dish.co/landingPage/hydra-d931789c-f6c9-4101-9c9c-a0135b2e1b09 (through dish acting for the business) - Menu: https://www.thelabmilano.it/miglior-hamburger-milano/ ## About - Website: http://www.thelabmilano.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 - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Booking through dish on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 336 of 2372 in Milan. Top 14% 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% | yes | | Publish the menu or price list as HTML | 89% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes | | Structured data with address, phone and hours | 30% | no | | Have an llms.txt | 28% | no | Nearest places with a similar menu: Visconti Street Food (C, 667 m, https://directindex.org/r/marrone.it); Sweetburger (C, 990 m, https://directindex.org/r/sweetburger.it); Original Pizza (B, 1141 m, https://directindex.org/r/originalpizza.it); Flower Burger (B, 1241 m, https://directindex.org/r/flowerburger.it); Milano Take Away (F, 1440 m, https://directindex.org/r/t.me); Joe's American (C, 1487 m, https://directindex.org/r/joesamericanfactory.com); Doppio Malto (B, 1517 m, https://directindex.org/r/doppiomalto.com); Donna burgherita (A, 1521 m, https://directindex.org/r/donnaburgherita.com); Jollibee (B, 1543 m, https://directindex.org/r/jollibee.com.ph); Al Mercato (B, 1782 m, https://directindex.org/r/al-mercato.it). ## 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 66 places. TheLab - Unconventional Burger Experience wasn't one of them. See who was named: https://directindex.org/city/milan/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); Sites using DISH 70% (50% A or B, 707 sites); Sites using Deliveroo 63% (38% A or B, 798 sites); This site 78.5%. See what an AI agent reads on this site: https://directindex.org/r/thelabmilano.it/agent-view ## Businesses like TheLab - Unconventional Burger Experience in Milan | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Milan | 2372 | 52% | 28% | 78.5% | | Sites built with WordPress in Milan | 1147 | 62% | 37% | 78.5% | | Sites using DISH in Milan | 41 | 76% | 68% | 78.5% | | Sites built with WordPress and using DISH in Milan | 24 | 72% | 58% | 78.5% | The best of the sites built with WordPress and using DISH in Milan: La fabbrica del grano (A 95.4%, https://directindex.org/r/fabbricadelgrano.it); Osteria dei Vecchi Sapori (A 92.3%, https://directindex.org/r/osteriavecchisapori.com); Ricci Osteria (A 86.2%, https://directindex.org/r/ricciosteria.it); Sale Grosso (A 86.2%, https://directindex.org/r/alsalegrosso.it); Miyama (B 84.6%, https://directindex.org/r/miyama.it). With the two fixes above (Structured data is incomplete; Ordering only through deliveroo), the score would be about 95.4%. That would be 27th of 2,372 in Milan, up from 336th. ## The direct record What agents get for TheLab - Unconventional Burger Experience, as JSON: https://directindex.org/api/direct/thelabmilano.it - Book: https://reservation.dish.co/landingPage/hydra-d931789c-f6c9-4101-9c9c-a0135b2e1b09 (vendor on own site: DISH; found by the scan of 2026-10-21, not yet tested) - Order: none on record - Menu: https://www.thelabmilano.it/miglior-hamburger-milano/ (html_page; from the scan) - Hours: none on record - Phone: +390276021879 - Stable links that count: https://directindex.org/go/thelabmilano.it/book, https://directindex.org/go/thelabmilano.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, DISH: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 16 | 25 | | Actionable | 10 | 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/thelabmilano.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/thelabmilano.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/thelabmilano.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 ยท Rescan now: https://directindex.org/scan?url=thelabmilano.it&force=1