# Mylk + Ko: Agent-Direct Score F (35.4%) Site: http://www.mylkko.com.au/ Report: https://directindex.org/r/mylkko.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.) Mylk + Ko is largely invisible to agents. An AI assistant can open the website of Mylk + Ko. It finds no menu or price list, so it answers from other sites. It finds no link to book or order online. ## 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 - **No booking or ordering link on the website.** (+15 points) Agents find no link to follow on the site. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page on your own domain. 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 - **Almost no text without JavaScript.** (+2 points) Crawlers that do not run scripts see an empty page. Render the menu, hours and address as plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. ``` # Mylk + Ko > cafe or coffee shop in Brisbane cafes and bars. ## About - Website: http://www.mylkko.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 948 of 1259 in Brisbane cafes and bars. Top 75% 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: Ground Alchemy (C, 52 m, https://directindex.org/r/groundsourced.com.au); Little Loco (F, 167 m, https://directindex.org/r/littleloco.com); Dello Mano (C, 366 m, https://directindex.org/r/dellomano.com.au); Savour (C, 376 m, https://directindex.org/r/savourcafe.com.au); New Farm Deli (A, 386 m, https://directindex.org/r/newfarmdeli.com.au); Tour de Tea. (C, 390 m, https://directindex.org/r/tourdetea.com.au); The Bakeologists (B, 399 m, https://directindex.org/r/thebakeologists.com.au); Brouhaha New Farm (F, 443 m, https://directindex.org/r/brouhahabrewery.com.au); Dicki's (B, 448 m, https://directindex.org/r/dickis.com.au); Idle (A, 460 m, https://directindex.org/r/anyday.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. Against its peers: Sites built with Shopify 46% (24% A or B, 3402 sites); This site 35.4%. See what an AI agent reads on this site: https://directindex.org/r/mylkko.com.au/agent-view ## Businesses like Mylk + Ko 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% | 35.4% | | Sites built with Shopify in Brisbane cafes and bars | 113 | 45% | 19% | 35.4% | The best of the sites built with Shopify in Brisbane cafes and bars: Barko & Co. (B 84.6%, https://directindex.org/r/barkoandco.com); Checkpoint 1 Coffee (B 84.6%, https://directindex.org/r/thetrail.co); Dopo Eatery (B 84.6%, https://directindex.org/r/dopoeatery.com.au); Foster & Black (B 84.6%, https://directindex.org/r/fosterandblack.com); Oli Joy Fitness (B 84.6%, https://directindex.org/r/olijoy.com.au). With the three fixes above (No structured data for the business; No booking or ordering link on the website; No menu or price list found) the score would be about 92.3%: 37th of 1,259 in Brisbane cafes and bars, up from 948th. ## The direct record What agents get for Mylk + Ko, as JSON: https://directindex.org/api/direct/mylkko.com.au - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: none on record ## 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 | 23 | 25 | | Readable | 0 | 25 | | Actionable | 0 | 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/mylkko.com.au - 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: 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: yes - OAuth protected resource metadata: yes - 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/mylkko.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/mylkko.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=mylkko.com.au&force=1