# Chapter 4 Cafe: Agent-Direct Score D (47.7%) Site: https://chapter4cafe-hopeisland.com.au Report: https://directindex.org/r/chapter4cafe-hopeisland.com.au Scanned: 2026-10-18 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Chapter 4 Cafe is hard for agents to use. An AI assistant can open the website of Chapter 4 Cafe. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly, through ozfoodhunter.com.au. ## Direct links - Phone: +61487756009 ## 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). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **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. ``` # Chapter 4 Cafe > local business in 340 Hope Island Rd, 4212, Gold Coast, Brisbane cafes and bars. Phone +61487756009. ## About - Website: https://chapter4cafe-hopeisland.com.au - 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. ## Where it stands 769 of 1259 in Brisbane cafes and bars. Top 61% 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% | no | | Publish the menu or price list as HTML | 99% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 98% | yes | | Structured data with address, phone and hours | 21% | no | | Have an llms.txt | 20% | no | Nearest places in the index: Miss Fox espresso (F, 1284 m, https://directindex.org/r/missfoxespresso.com); Oxenford Tavern (A, 1941 m, https://directindex.org/r/oxenfordtavern.com.au); Boardwalk Tavern (B, 2113 m, https://directindex.org/r/boardwalktavern.com.au); The Nordic Deli (D, 2188 m, https://directindex.org/r/thenordicdeli.com); Hope Island Blue Water Grill (B, 2207 m, https://directindex.org/r/bluewaterbarandgrill.net.au); Bite Me Cafe (B, 2617 m, https://directindex.org/r/dreamworld.com.au); Coco's Fudge Cafe (F, 2803 m, https://directindex.org/r/cococino.com.au); Saltwater Creek Hotel (C, 2946 m, https://directindex.org/r/saltwatercreekhotel.com.au); Marina Quays Tavern (C, 3197 m, https://directindex.org/r/hopeislandtavern.com.au); InterContinental Club Lounge (D, 3662 m, https://directindex.org/r/sanctuarycovecountryclub.com.au). ## 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. See what an AI agent reads on this site: https://directindex.org/r/chapter4cafe-hopeisland.com.au/agent-view ## Businesses like Chapter 4 Cafe in Brisbane cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Brisbane cafes and bars | 1259 | 54% | 31% | 47.7% | The best of the businesses of the same kind in Brisbane cafes and bars: ANFE Italian Club (A 100%, https://directindex.org/r/anfe.com.au); Aarth Cafe (A 100%, https://directindex.org/r/aarthcafe.com.au); City Chicks Farm & Cafe (A 100%, https://directindex.org/r/citychicks.com.au); Crusoe Cafe (A 100%, https://directindex.org/r/crusoecafe.com.au); Hog's Breath Cafe Garden City (A 100%, https://directindex.org/r/hogsbreath.com.au). With the three fixes above (No structured data for the business; Booking through an unrecognised third party; No menu or price list found) the score would be about 95.4%: 13th of 1,259 in Brisbane cafes and bars, up from 769th. ## The direct record What agents get for Chapter 4 Cafe, as JSON: https://directindex.org/api/direct/chapter4cafe-hopeisland.com.au - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +61487756009 ## 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 | 25 | 25 | | Readable | 0 | 25 | | Actionable | 6 | 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/chapter4cafe-hopeisland.com.au - 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/chapter4cafe-hopeisland.com.au/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/chapter4cafe-hopeisland.com.au/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=chapter4cafe-hopeisland.com.au&force=1