# East End: Agent-Direct Score F (38.5%) Site: http://www.eastendpub.it/ Report: https://directindex.org/r/eastendpub.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.) East End is largely invisible to agents. Some AI assistants are turned away by East End's website. It can read what East End offers. It finds a phone number, but no link to book or order online. ## Direct links - Menu: https://www.eastendpub.it/menu/ - Phone: +393334239043 - Prices: 3 prices on the site, the middle one €4.00 ## Nearby, also direct Places near East End that take a booking or an order on their own website, with no marketplace in between. - Voiture Train Café Bar (1.6 km): https://directindex.org/r/voiturecafe.it - Gipsy (1.6 km): https://directindex.org/r/gipsy.fun ## What to fix first - **No structured data for the business.** (+14 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 - **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. 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. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (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 - **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, 25% of comparable sites declare one. - **3 prices on the landing page, the middle one €4.00.** In Milan, the middle price of comparable sites that show prices is €19.90. ## 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. ``` # East End > bar or pub in Milan cafes and bars. Phone +393334239043. ## Book or order directly - Menu: https://www.eastendpub.it/menu/ ## About - Website: http://www.eastendpub.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. - **Menu or price list is an HTML page.** Agents can read the items and prices. ## Where it stands 560 of 871 in Milan cafes and bars. Top 64% 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 | 92% | no | | Publish the menu or price list as HTML | 73% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | no | | Structured data with address, phone and hours | 23% | no | | Have an llms.txt | 13% | no | Nearest places in the index: Dellisanti SRL (C, 1044 m, https://directindex.org/r/studiodellisanti.net); Tuttaltrosuono e il vino (F, 1054 m, https://directindex.org/r/tuttaltrosuono.it); Torrefazione Consolini (F, 1074 m, https://directindex.org/r/cittastudi.mi.it); Gypsyan Club (F, 1177 m, https://directindex.org/r/gypsyan.com); Victoria's (C, 1214 m, https://directindex.org/r/victoriasclub.it); L'Angolo 27 (D, 1558 m, https://directindex.org/r/langolo27.it); Voiture Train Café Bar (D, 1575 m, https://directindex.org/r/voiturecafe.it); Myst (F, 1606 m, https://directindex.org/r/mystmilano.it); Gipsy (A, 1624 m, https://directindex.org/r/gipsy.fun); Grappo Lambro (F, 1705 m, https://directindex.org/r/grappo.wine). ## 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 57% (28% A or B, 145483 sites); This site 38.5%. See what an AI agent reads on this site: https://directindex.org/r/eastendpub.it/agent-view ## Businesses like East End in Milan cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Milan cafes and bars | 871 | 46% | 16% | 38.5% | | Sites built with WordPress in Milan cafes and bars | 392 | 55% | 20% | 38.5% | The best of the sites built with WordPress in Milan cafes and bars: Momenteeria (A 96.3%, https://directindex.org/r/momenteeria.it); Grand Cafè & Tre Marie (A 90.8%, https://directindex.org/r/grandcafetremarie.it); Reeb Pub (A 89.2%, https://directindex.org/r/reeb.pub); Bar Pasticceria Rovida (A 88.8%, https://directindex.org/r/pasticceriarovida.it); Gipsy (A 87.7%, https://directindex.org/r/gipsy.fun). With the three fixes above (No structured data for the business; No booking or ordering link on the website; The server turns AI crawlers away at the door), the score would be about 95.4%. That would be 6th of 871 in Milan cafes and bars, up from 560th. ## The direct record What agents get for East End, as JSON: https://directindex.org/api/direct/eastendpub.it - Book: none on record - Order: none on record - Menu: https://www.eastendpub.it/menu/ (html_page; from the scan) - Hours: none on record - Phone: +393334239043 - Stable links that count: https://directindex.org/go/eastendpub.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 15 | 25 | | Readable | 8 | 25 | | Actionable | 2 | 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/eastendpub.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: 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/eastendpub.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/eastendpub.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=eastendpub.it&force=1