# Pearl Chablis & Oyster Bar: Agent-Direct Score A (86.2%) Site: https://www.pearloyster.co Report: https://directindex.org/r/pearloyster.co 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.) Pearl Chablis & Oyster Bar is ready for agents. An AI assistant can open Pearl Chablis & Oyster Bar's website. It can read what Pearl Chablis & Oyster Bar offers. To book or order, it is sent to OpenTable, a marketplace. ## Direct links - Order directly: https://www.pearloyster.co/help/article/5307 (on the business's own site) - Menu: https://www.pearloyster.co/menu/ - Phone: 0447 420 747 ## What to fix first - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking only through opentable.** (no points, but worth doing) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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 - **The phone number on the site doesn't match the open map data.** The site shows 0447%20420%20747, but OpenStreetMap or Overture Maps lists 0447 420 747. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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. ``` # Pearl Chablis & Oyster Bar > local business in 108/200 Bourke St, 3000, Melbourne, Melbourne cafes and bars. Phone 0447 420 747. ## Book or order directly - Order: https://www.pearloyster.co/help/article/5307 (on the business's own site) - Menu: https://www.pearloyster.co/menu/ ## About - Website: https://www.pearloyster.co - 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 (LocalBusiness).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 316 of 3067 in Melbourne cafes and bars. Top 10% 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% | yes | | Publish the menu or price list as HTML | 91% | yes | | 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: Room 8 Pool Lounge (D, 24 m, https://directindex.org/r/myroom8.com.au); 茶記 HK Cafe (B, 39 m, https://directindex.org/r/hkcafe.com.au); Taning Lemontea (B, 43 m, https://directindex.org/r/taninglemontea.com.au); Palmz Rooftop Bar (B, 56 m, https://directindex.org/r/thecarlton.com.au); Federation of Community Legal Centres (D, 78 m, https://directindex.org/r/fclc.org.au); Black Kite Commune (D, 81 m, https://directindex.org/r/blackkitecommune.com); Rooftop at QT (A, 90 m, https://directindex.org/r/qthotels.com); Bouvardia (F, 91 m, https://directindex.org/r/bouvardia.com.au); Bar Ampere (D, 97 m, https://directindex.org/r/barampere.com); Exford Hotel (B, 104 m, https://directindex.org/r/exfordhotel.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); Sites using OpenTable 65% (40% A or B, 2352 sites); This site 86.2%. See what an AI agent reads on this site: https://directindex.org/r/pearloyster.co/agent-view ## Businesses like Pearl Chablis & Oyster Bar 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% | 86.2% | | Sites built with WordPress in Melbourne cafes and bars | 913 | 60% | 35% | 86.2% | | Sites using OpenTable in Melbourne cafes and bars | 117 | 61% | 34% | 86.2% | | Sites built with WordPress and using OpenTable in Melbourne cafes and bars | 44 | 63% | 32% | 86.2% | The best of the sites built with WordPress and using OpenTable in Melbourne cafes and bars: Asian Beer Cafe (A 95.4%, https://directindex.org/r/asianbeercafe.com.au); Kumo Izakaya (B 84.6%, https://directindex.org/r/kumoizakaya.com.au); Waterslide Bar (B 81.5%, https://directindex.org/r/waterslidebar.com.au); Operator San (B 78.5%, https://directindex.org/r/operatorsan.com.au); Cardinia Club (B 76.9%, https://directindex.org/r/cardiniaclub.com.au). With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 40th of 3,067 in Melbourne cafes and bars, up from 316th. ## The direct record What agents get for Pearl Chablis & Oyster Bar, as JSON: https://directindex.org/api/direct/pearloyster.co - Book: none on record - Order: https://www.pearloyster.co/help/article/5307 (own site; found by the scan of 2026-10-18, not yet tested) - Menu: https://www.pearloyster.co/menu/ (html_page; from the scan) - Hours: none on record - Phone: 0447 420 747 - Stable links that count: https://directindex.org/go/pearloyster.co/order, https://directindex.org/go/pearloyster.co/menu ## 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 Found one hop past the home page: menu page /menu/: ordering link (own domain). ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 16 | 25 | | Actionable | 15 | 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/pearloyster.co - 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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/pearloyster.co/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/pearloyster.co/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=pearloyster.co&force=1