# Milton Park Cafe: Agent-Direct Score D (50.8%) Site: http://miltonparkcafe.com.au Report: https://directindex.org/r/miltonparkcafe.com.au Scanned: 2026-10-18 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Milton Park Cafe is hard for agents to use. An AI assistant can open Milton Park Cafe's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: (03) 9761 4270 ## What to fix first - Prices: 22 prices on the site, the middle one A$4.00 ## What the site tells visitors (Measured, not scored) - **The footer says © 2023.** Visitors and assistants may read that year as the last time anyone looked after the site. In Melbourne, 74% of comparable sites that show a year say 2025 or later. - **22 prices on the landing page, the middle one A$4.00.** In Melbourne, the middle price of comparable sites that show prices is A$23.00. - **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. 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. ``` # Milton Park Cafe > organization in 128 Canterbury Rd Unit 14, 3137, Kilsyth, Melbourne cafes and bars. Phone (03) 9761 4270. ## About - Website: http://miltonparkcafe.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 main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (Organization).** no address, phone or hours in it ## Where it stands 1720 of 3067 in Melbourne cafes and bars. Top 56% 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 | 99% | no | | Publish the menu or price list as HTML | 91% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 28% | no | | Have an llms.txt | 25% | no | Nearest places in the index: Club Kilsyth (D, 468 m, https://directindex.org/r/clubkilsyth.com.au); Chai Walli (F, 1215 m, https://directindex.org/r/chaiwalli.com.au); Lou's Lunch Place (C, 1467 m, https://directindex.org/r/louslunchplace.com.au); Ranges Coffee (D, 2178 m, https://directindex.org/r/rangescoffee.com.au); The Abitza Collective (F, 2477 m, https://directindex.org/r/abitza.com.au); Koko Lime Cafe (C, 2575 m, https://directindex.org/r/kokolimecafe.com.au); Dorset Gardens Hotel (C, 2636 m, https://directindex.org/r/dorsetgardenshotel.com.au); Lamby's Cafe (F, 3133 m, https://directindex.org/r/lambyscafe.com.au); The Wattle Tree Co. (F, 3186 m, https://directindex.org/r/thewattletreeco.com.au); Espresso Coffee Shop and Workshop (F, 3195 m, https://directindex.org/r/coffeesupplycompany.com.au). ## 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. Compared with its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); This site 50.8%. See what an AI agent reads on this site: https://directindex.org/r/miltonparkcafe.com.au/agent-view ## Businesses like Milton Park Cafe in Melbourne cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Melbourne cafes and bars | 3067 | 54% | 31% | 50.8% | | Sites built with WordPress in Melbourne cafes and bars | 913 | 60% | 35% | 50.8% | The best of the sites built with WordPress in Melbourne cafes and bars: 1947 (A 100%, https://directindex.org/r/1947cafe.com.au); Botanic Cafe (A 100%, https://directindex.org/r/botaniccafe.com.au); Brunetti (A 100%, https://directindex.org/r/brunettioro.com.au); Dish and Spoon Cafe (A 100%, https://directindex.org/r/dishandspooncafe.com.au); Holly's Bar & Kitchen (A 100%, https://directindex.org/r/hollysbarandkitchen.com). With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 40th of 3,067 in Melbourne cafes and bars, up from 1720th. ## The direct record What agents get for Milton Park Cafe, as JSON: https://directindex.org/api/direct/miltonparkcafe.com.au - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: (03) 9761 4270 ## 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 | 8 | 25 | | Actionable | 0 | 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/miltonparkcafe.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: yes Keep watching this business (https://directindex.org/r/miltonparkcafe.com.au/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/miltonparkcafe.com.au/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 · Rescan now: https://directindex.org/scan?url=miltonparkcafe.com.au&force=1