# Milord Milano: Agent-Direct Score D (54.9%) Site: http://www.milordmilano.com Report: https://directindex.org/r/milordmilano.com 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.) Milord Milano is hard for agents to use. Some AI assistants are turned away by Milord Milano's website. What Milord Milano offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through Superb. ## Direct links - Book directly: https://milordmilano.superbexperience.com/ (through superb acting for the business) - Menu: https://www.milordmilano.com/wp-content/uploads/2026/04/Milord_Listino_2026_v4.pdf - Phone: +390236737141 - Address: Piazza Gian Lorenzo Bernini, 20133, Milano ## Nearby, also direct Places near Milord Milano that take a booking or an order on their own website, with no marketplace in between. - Arena Piola (100 m): https://directindex.org/r/arenapiola.it - REBEL Asian Food and Cocktail Bar (290 m): https://directindex.org/r/cooperto.link - New Brand Cafè - Spritzeria - Bubble Tea (400 m): https://directindex.org/r/fermopoint.it - MOBA (420 m): https://directindex.org/r/mobabar.com ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as 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 - **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) - **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. ``` # Milord Milano > local business in Piazza Gian Lorenzo Bernini, 20133, Milano, Milan cafes and bars. Phone +390236737141. ## Book or order directly - Book: https://milordmilano.superbexperience.com/ (through superb acting for the business) - Menu: https://www.milordmilano.com/wp-content/uploads/2026/04/Milord_Listino_2026_v4.pdf ## About - Website: http://www.milordmilano.com - 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. - **Booking through superb on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 322 of 876 in Milan cafes and bars. Top 37% 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 | 86% | yes | | Publish the menu or price list as HTML | 66% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | no | | Structured data with address, phone and hours | 30% | no | | Have an llms.txt | 21% | no | Nearest places in the index: Arena Piola (B, 103 m, https://directindex.org/r/arenapiola.it); Genio Milano (D, 172 m, https://directindex.org/r/geniomilano.com); Bar Sallas (C, 274 m, https://directindex.org/r/overplace.com); REBEL Asian Food and Cocktail Bar (D, 292 m, https://directindex.org/r/cooperto.link); Tap (D, 293 m, https://directindex.org/r/tap-milano.com); Brasserie Bruxelles (C, 342 m, https://directindex.org/r/brasseriebruxelles.eu); Bar Basso (F, 370 m, https://directindex.org/r/barbasso.com); New Brand Cafè - Spritzeria - Bubble Tea (B, 398 m, https://directindex.org/r/fermopoint.it); Matricola (D, 407 m, https://directindex.org/r/matricolapub.it); MOBA (A, 416 m, https://directindex.org/r/mobabar.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. Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); Sites using Superb 65% (40% A or B, 351 sites); This site 54.9%. See what an AI agent reads on this site: https://directindex.org/r/milordmilano.com/agent-view ## Businesses like Milord Milano in Milan cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Milan cafes and bars | 876 | 46% | 16% | 54.9% | | Sites built with WordPress in Milan cafes and bars | 396 | 55% | 20% | 54.9% | | Sites using Superb in Milan cafes and bars | 18 | 65% | 39% | 54.9% | | Sites built with WordPress and using Superb in Milan cafes and bars | 12 | 66% | 42% | 54.9% | The best of the sites built with WordPress and using Superb in Milan cafes and bars: Ugo Cocktail Bar (B 80%, https://directindex.org/r/ugobar.it); Fòla (B 78.8%, https://directindex.org/r/folamilano.com); Rovello 18 (B 78.5%, https://directindex.org/r/ristorante-rovello.it); Rita's Tikiroom (B 76.3%, https://directindex.org/r/ritastikiroom.com); I Mirador (B 70.3%, https://directindex.org/r/21houseofstories.com). With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; Menu or price list is a PDF), the score would be about 87.7%. That would be 15th of 876 in Milan cafes and bars, up from 322nd. ## The direct record What agents get for Milord Milano, as JSON: https://directindex.org/api/direct/milordmilano.com - Book: https://milordmilano.superbexperience.com/ (vendor on own site: Superb; found by the scan of 2026-10-21, not yet tested) - Order: none on record - Menu: https://www.milordmilano.com/wp-content/uploads/2026/04/Milord_Listino_2026_v4.pdf (pdf; from the scan) - Hours: none on record - Phone: +390236737141 - Stable links that count: https://directindex.org/go/milordmilano.com/book, https://directindex.org/go/milordmilano.com/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, Superb: Not stated. Superb's published terms (2026) are merchant-facing and forbid scraping, probing or systematically accessing the platform with automated tools without written consent; no guest terms were found, so what a guest's agent may do is not stated. Read 2026-10-15: https://www.superbexperience.com/terms-of-service ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 21.7 | 25 | | Readable | 4 | 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/milordmilano.com - 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: no Keep watching this business (https://directindex.org/r/milordmilano.com/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/milordmilano.com/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=milordmilano.com&force=1