# Aristo Cafe-Boston, MA: Agent-Direct Score B (75.4%) Site: http://www.aristocafe.com/menu Report: https://directindex.org/r/aristocafe.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Aristo Cafe-Boston, MA is mostly ready for agents. An AI assistant can open Aristo Cafe-Boston, MA's website. It can read what Aristo Cafe-Boston, MA offers. To book or order, it is sent to DoorDash, a marketplace. ## Direct links - Menu: https://www.aristocafe.com/#menu-section - Phone: +16173910478 - Address: 92 State St, 02109-2004, Boston - Prices: 96 prices on the site, the middle one $13.45 ## Nearby, also direct Places near Aristo Cafe-Boston, MA that take a booking or an order on their own website, with no marketplace in between. - Samuel Adams Boston Tap Room (110 m): https://directindex.org/r/samueladams.com - Espresso Love (120 m): https://directindex.org/r/espressolove.com - Boston Crawling (120 m): https://directindex.org/r/bostoncrawling.com - Vivi Bubble Tea (140 m): https://directindex.org/r/vivibubbleteaqm.com - J.J. Donovan's Tavern (140 m): https://directindex.org/r/donovanssono.com ## What to fix first - **Ordering only through doordash.** (+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.** (+1 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant - **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 - **The phone number on the site doesn't match the open map data.** The site shows (310) 375-1600, but OpenStreetMap or Overture Maps lists +16173910478. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## What the site tells visitors (Measured, not scored) - **96 prices on the landing page, the middle one $13.45.** ## 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. ``` # Aristo Cafe-Boston, MA > local business in 92 State St, 02109-2004, Boston, Boston cafes and bars. Phone +16173910478. ## Book or order directly - Menu: https://www.aristocafe.com/#menu-section ## About - Website: http://www.aristocafe.com/menu - 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 (LocalBusiness).** address, opening hours - **Menu or price list is an HTML page.** Agents can read the items and prices. - **DoorDash works with agents through its partners.** DoorDash's consumer terms (13 August 2026) allow access only by means DoorDash authorizes and bar automated means without written permission; agents order only through its CLI and MCP limited betas. Terms read on 2026-10-15: https://help.doordash.com/legal/document?type=cx-terms-and-conditions®ion=US&locale=en-US. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 107 of 470 in Boston cafes and bars. Top 23% 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 | 96% | no | | Publish the menu or price list as HTML | 96% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 46% | no | | Have an llms.txt | 27% | no | Nearest places in the index: Tiki Rock (F, 88 m, https://directindex.org/r/tikirock.com); The Hong Kong (C, 110 m, https://directindex.org/r/hongkongboston.com); Samuel Adams Boston Tap Room (C, 111 m, https://directindex.org/r/samueladams.com); Espresso Love (D, 116 m, https://directindex.org/r/espressolove.com); Boston Crawling (B, 117 m, https://directindex.org/r/bostoncrawling.com); Wild Rover (B, 120 m, https://directindex.org/r/wildroverboston.com); The Vault (F, 122 m, https://directindex.org/r/thevaultboston.com); Red Barn Coffee Roasters (D, 130 m, https://directindex.org/r/redbarncoffee.com); Vivi Bubble Tea (B, 137 m, https://directindex.org/r/vivibubbleteaqm.com); J.J. Donovan's Tavern (A, 141 m, https://directindex.org/r/donovanssono.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 12 everyday questions about Boston cafes and bars and named 53 places. Aristo Cafe-Boston, MA wasn't one of them. See who was named: https://directindex.org/city/boston-cafes-bars/recommended Compared with its peers: Sites built with Squarespace 63% (46% A or B, 18903 sites); Sites using DoorDash 60% (34% A or B, 336 sites); This site 75.4%. See what an AI agent reads on this site: https://directindex.org/r/aristocafe.com/agent-view ## Businesses like Aristo Cafe-Boston, MA in Boston cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Boston cafes and bars | 470 | 51% | 32% | 75.4% | | Sites built with Squarespace in Boston cafes and bars | 72 | 72% | 58% | 75.4% | | Sites using DoorDash in Boston cafes and bars | 5 | 83% | 100% | 75.4% | | Sites built with Squarespace and using DoorDash in Boston cafes and bars | 2 | 79% | 100% | 75.4% | The best of the sites using DoorDash in Boston cafes and bars: Wicked Craft Co. (A 100%, https://directindex.org/r/wickedcraftco.com); Grace By Nia (B 83.1%, https://directindex.org/r/gracebynia.com); Hobson's Bar & Kitchen (B 81.5%, https://directindex.org/r/hobsonsbarandkitchen.com); Lolita Back Bay (B 76.9%, https://directindex.org/r/lolitamexican.com). With the two fixes above (Ordering only through doordash; Structured data is incomplete), the score would be about 95.4%. That would be 6th of 470 in Boston cafes and bars, up from 107th. ## The direct record What agents get for Aristo Cafe-Boston, MA, as JSON: https://directindex.org/api/direct/aristocafe.com - Book: none on record - Order: none on record - Menu: https://www.aristocafe.com/#menu-section (html_page; from the scan) - Hours: none on record - Phone: +16173910478 - Stable links that count: https://directindex.org/go/aristocafe.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, DoorDash: Through partners. DoorDash's consumer terms (13 August 2026) allow access only by means DoorDash authorizes and bar automated means without written permission; agents order only through its CLI and MCP limited betas. Read 2026-10-15: https://help.doordash.com/legal/document?type=cx-terms-and-conditions®ion=US&locale=en-US Found one hop past the home page: contact page /: ordering via doordash, ordering via grubhub, ordering via ubereats, phone. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 21 | 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/aristocafe.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: yes Keep watching this business (https://directindex.org/r/aristocafe.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/aristocafe.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 ยท Rescan now: https://directindex.org/scan?url=aristocafe.com&force=1