# Checkmate Cafe: Agent-Direct Score D (42%) Site: https://Checkmateroslindale.com/ Report: https://directindex.org/r/checkmateroslindale.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.) Checkmate Cafe is hard for agents to use. Some AI assistants are turned away by Checkmate Cafe's website. What Checkmate Cafe offers is on another site. It finds a way to book or order directly, through ediningexpress.com. ## Direct links - Phone: +16173239994 - Address: 902 South St, 02131-2407, Roslindale ## Nearby, also direct Places near Checkmate Cafe that take a booking or an order on their own website, with no marketplace in between. - the Square Root (410 m): https://directindex.org/r/squarerootrozzie.com - Boston Ale House (1.7 km): https://directindex.org/r/bostonalehousegroup.com - Brassica Kitchen + Cafe (2.2 km): https://directindex.org/r/brassicakitchen.com ## 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 - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), 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 on another site.** (+5 points) The link goes to ediningexpress.com, so that site gets the credit and the visits. 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 ## 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. ``` # Checkmate Cafe > local business in 902 South St, 02131-2407, Roslindale, Boston cafes and bars. Phone +16173239994. ## Book or order directly - Menu: https://www.ediningexpress.com/live20/583/1055/ ## About - Website: https://Checkmateroslindale.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.** There's no robots.txt, which means everything is allowed. ## Where it stands 321 of 484 in Boston cafes and bars. Top 66% 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% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | no | | Structured data with address, phone and hours | 45% | no | | Have an llms.txt | 29% | no | Nearest places in the index: Green T Coffee Shop (F, 92 m, https://directindex.org/r/substack.com); the Square Root (C, 407 m, https://directindex.org/r/squarerootrozzie.com); Napper Tandy (D, 627 m, https://directindex.org/r/nappertandyspubs.com); Kelleher's Bar & Grille (F, 628 m, https://directindex.org/r/kellehersbar.com); Recreo Coffee & Roasterie (C, 1715 m, https://directindex.org/r/recreocoffee.com); Boston Ale House (C, 1748 m, https://directindex.org/r/bostonalehousegroup.com); Oda Bar and Bites (A, 1787 m, https://directindex.org/r/odabarandbites.com); Corrib Pub (F, 2088 m, https://directindex.org/r/corribpub.com); Brassica Kitchen + Cafe (A, 2218 m, https://directindex.org/r/brassicakitchen.com); Forest Hills Diner (D, 2270 m, https://directindex.org/r/theforesthillsdiner.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. Checkmate Cafe wasn't one of them. See who was named: https://directindex.org/city/boston-cafes-bars/recommended See what an AI agent reads on this site: https://directindex.org/r/checkmateroslindale.com/agent-view ## Businesses like Checkmate Cafe in Boston cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Boston cafes and bars | 484 | 52% | 32% | 42% | The best of the businesses of the same kind in Boston cafes and bars: Rooftop at The Envoy (A 100%, https://directindex.org/r/envoyrooftop.com); Wicked Craft Co. (A 100%, https://directindex.org/r/wickedcraftco.com); Anna's Cafe (A 96.9%, https://directindex.org/r/annascafema.com); Dudley Cafe (A 96.9%, https://directindex.org/r/dudleycafe.com); Warehouse Kitchen and Sports Bar (A 96.3%, https://directindex.org/r/thewarehouseboston.com). With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; The server turns AI crawlers away at the door), the score would be about 87.7%. That would be 33rd of 484 in Boston cafes and bars, up from 321st. ## The direct record What agents get for Checkmate Cafe, as JSON: https://directindex.org/api/direct/checkmateroslindale.com - Book: none on record - Order: none on record - Menu: https://www.ediningexpress.com/live20/583/1055/ (external; from the scan) - Hours: none on record - Phone: +16173239994 - Stable links that count: https://directindex.org/go/checkmateroslindale.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 18.3 | 25 | | Readable | 3 | 25 | | Actionable | 6 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/checkmateroslindale.com - 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/checkmateroslindale.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/checkmateroslindale.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=checkmateroslindale.com&force=1