# Sir Osborn: Agent-Direct Score C (60%) Site: https://sirosborn.com.au/ Report: https://directindex.org/r/sirosborn.com.au Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Sir Osborn is partly visible to agents. An AI assistant can open the website of Sir Osborn. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly, through sirosborn.flexcateringhq.com. ## What to fix first - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **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 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. ``` # Sir Osborn > cafe or coffee shop in Melbourne cafes and bars. ## Opening hours Mo-Fr 05:30-15:00; Sa-Su off ## About - Website: https://sirosborn.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. - **Structured data present (Organization).** but without address, phone or hours ## Where it stands 435 of 911 in Melbourne cafes and bars. Top 48% 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 | 95% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 97% | yes | | Structured data with address, phone and hours | 33% | no | | Have an llms.txt | 17% | no | Nearest places in the index: Cafe Ecco (B, 94 m, https://directindex.org/r/cafeecco.com.au); Anda (B, 127 m, https://directindex.org/r/andacafe.com.au); St Peter's Place Coffee Caravan (D, 190 m, https://directindex.org/r/stpetersplace.com.au); Little Lon Distilling Company (F, 200 m, https://directindex.org/r/littlelondistillingco.com); Little Gordon (C, 212 m, https://directindex.org/r/littlegordon.com.au); City Wine Shop (D, 215 m, https://directindex.org/r/citywineshop.net.au); Kenny's Bakery & Cafe (D, 246 m, https://directindex.org/r/kennysbakerycafe.com.au); Imperial Hotel (A, 248 m, https://directindex.org/r/bourkestreetimperial.com); Bobby's Coffee & Bagels (F, 254 m, https://directindex.org/r/bobbyscoffee.com.au); Double Happiness (A, 291 m, https://directindex.org/r/double-happiness.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 WordPress 59% (32% A or B, 54721 sites); This site 60%. See what an AI agent reads on this site: https://directindex.org/r/sirosborn.com.au/agent-view ## Businesses like Sir Osborn in Melbourne cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Melbourne cafes and bars | 911 | 56% | 34% | 60% | | Sites built with WordPress in Melbourne cafes and bars | 279 | 64% | 42% | 60% | The best of the sites built with WordPress in Melbourne cafes and bars: Holly's Bar & Kitchen (A 100%, https://directindex.org/r/hollysbarandkitchen.com); LaManna Cafe (A 100%, https://directindex.org/r/lamanna.com.au); Ramblin' Man (A 100%, https://directindex.org/r/ramblinmanbar.com); The Espressionist (A 100%, https://directindex.org/r/the-espressonist.com); Asian Beer Cafe (A 95.4%, https://directindex.org/r/asianbeercafe.com.au). With the three fixes above (Ordering through an unrecognised third party; Structured data is incomplete; No menu or price list found) the score would be about 95.4%: 12th of 911 in Melbourne cafes and bars, up from 435th. ## The direct record What agents get for Sir Osborn, as JSON: https://directindex.org/api/direct/sirosborn.com.au - Book: none on record - Order: none on record - Menu: none on record - Hours: Mo-Fr 05:30-15:00; Sa-Su off (closed now) (from OpenStreetMap) - 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 | 25 | 25 | | Readable | 8 | 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/sirosborn.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/sirosborn.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/sirosborn.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 · Rescan now: https://directindex.org/scan?url=sirosborn.com.au&force=1