# The Koji Club: Agent-Direct Score B (77.5%) Site: https://www.thekojiclub.com/ Report: https://directindex.org/r/thekojiclub.com Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.) The Koji Club is mostly ready for agents. ## Direct links - Order directly: https://the-koji-club.square.site/ (through square acting for the business) - Menu: https://www.thekojiclub.com/bar-menu ## What to fix first - **Booking only through resy.** (+5 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+2 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # The Koji Club > bar or pub (japanese) in Soldiers Field Road 1420, Boston cafes and bars. ## Book or order directly - Order: https://the-koji-club.square.site/ (through square acting for the business) - Menu: https://www.thekojiclub.com/bar-menu ## About - Website: https://www.thekojiclub.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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Structured data present (LocalBusiness).** address, opening hours - **Menu or price list is an HTML page.** Agents can read items and prices directly. - **Ordering through square on your own domain.** No marketplace commission, and the guest stays yours. ## Where it stands 54 of 249 in Boston cafes and bars. Top 22% of the sites scanned in this index. | What the top tenth 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 | 92% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes | | Structured data with address, phone and hours | 28% | no | | Have an llms.txt | 8% | no | Nearest places in the index: Pavement Coffeehouse (D, 404 m, https://directindex.org/r/espressoexpress.net); Kohi Coffee company (C, 584 m, https://directindex.org/r/kohicoffee.com); Blackbird Doughnuts Brighton (B, 676 m, https://directindex.org/r/blackbirddoughnuts.com); Yomie's Rice X Yogurt (C, 997 m, https://directindex.org/r/yomiesricexyogurt.us); O'Brien's Pub (B, 1241 m, https://directindex.org/r/obrienspubboston.com); The Silhouette Lounge (D, 1304 m, https://directindex.org/r/silhouetteallston.com); Dash Cafe (C, 1418 m, https://directindex.org/r/dashcafe.net); Intelligentsia Coffee (C, 1503 m, https://directindex.org/r/intelligentsia.com); Kung Fu Tea (A, 1512 m, https://directindex.org/r/kungfutea.com); Cafe Lava and Bento (C, 1512 m, https://directindex.org/r/cafelavabento.com). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); Sites using Resy 69% (48% A or B, 600 sites); Sites using Square 69% (47% A or B, 793 sites); This site 77.5%. See what an AI agent reads on this site: https://directindex.org/r/thekojiclub.com/agent-view ## Businesses like The Koji Club in Boston cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Boston cafes and bars | 249 | 55% | 37% | 77.5% | | Built with Squarespace in Boston cafes and bars | 53 | 74% | 57% | 77.5% | | Using Resy in Boston cafes and bars | 11 | 74% | 73% | 77.5% | | Built with Squarespace and using Resy in Boston cafes and bars | 3 | 80% | 100% | 77.5% | The best of Using Resy in Boston cafes and bars: Bluestone Lane (A 90%, https://directindex.org/r/bluestonelane.com); Jadu (A 87.5%, https://directindex.org/r/jaduboston.com); Bleacher Bar (B 83.8%, https://directindex.org/r/bleacherbarboston.com); Lucky's Lounge (B 81.5%, https://directindex.org/r/luckyslounge.com); The Lansdowne Pub (B 80%, https://directindex.org/r/lansdownepubboston.com). With the two fixes above (Booking only through resy; Structured data is incomplete) the score would be about 86.3%: 23rd of 249 in Boston cafes and bars, up from 54th. ## The direct record What agents get for The Koji Club, as JSON: https://directindex.org/api/direct/thekojiclub.com - Book: none on record - Order: https://the-koji-club.square.site/ (vendor on own site: Square; could not verify: partial (2026-10-14)) - Menu: https://www.thekojiclub.com/bar-menu (html_page; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/thekojiclub.com/order, https://directindex.org/go/thekojiclub.com/menu - Agents and people followed 2 direct links to this business this month (2 by AI agents). ## 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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured - Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 20 | 25 | | Actionable | 17 | 30 | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/thekojiclub.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 Deep report: https://directindex.org/r/thekojiclub.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology ยท Rescan now: https://directindex.org/scan?url=thekojiclub.com&force=1