# Chao Praya: Agent-Direct Score D (49.2%) Site: http://www.chaopraya.com.au Report: https://directindex.org/r/chaopraya.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.) Chao Praya is hard for agents to use. An AI assistant can open Chao Praya's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through chaoprayathairestaurant.localforyoucarts.com. ## Direct links - Phone: +61 2 9399 5509 ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and 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 your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **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. ``` # Chao Praya > restaurant (thai) in Sydney. Phone +61 2 9399 5509. ## About - Website: http://www.chaopraya.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.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. ## Where it stands 2409 of 3965 in Sydney. Top 61% 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 | 100% | no | | Publish the menu or price list as HTML | 96% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes | | Structured data with address, phone and hours | 55% | no | | Have an llms.txt | 32% | no | Nearest places with a similar menu: Thai Riffic (F, 86 m, https://directindex.org/r/thairiffic.com.au); Ummarin Thai Restaurant (B, 139 m, https://directindex.org/r/ummarinthai.com.au); Dalat Restaurant (F, 423 m, https://directindex.org/r/dalatrestaurant.com.au); Chim Chim Randwick (F, 662 m, https://directindex.org/r/chimchimrandwick.com.au); Rice and Noodle Randwick (B, 719 m, https://directindex.org/r/riceandnoodle.com.au); Spice Thai (C, 1000 m, https://directindex.org/r/spicethaicuisine.com.au); The Pink Thai Bistro (F, 1366 m, https://directindex.org/r/pinkthai.com.au); Its Time For Thai (A, 1506 m, https://directindex.org/r/itstimeforthaikingsford.com.au); Pinto Thong Thai Restaurant (F, 1717 m, https://directindex.org/r/pintothongclovelly.com.au); Khao Thai - Cafe & Restaurant (A, 1914 m, https://directindex.org/r/khaothaikitchen.com). ## 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. The assistants were asked 22 everyday questions about Sydney and named 110 places. Chao Praya wasn't one of them. See who was named: https://directindex.org/city/sydney/recommended See what an AI agent reads on this site: https://directindex.org/r/chaopraya.com.au/agent-view ## Businesses like Chao Praya in Sydney | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Sydney | 3965 | 55% | 34% | 49.2% | The best of the businesses of the same kind in Sydney: 170 Grammi (A 100%, https://directindex.org/r/170grammi.com.au); 21 Espresso (A 100%, https://directindex.org/r/21espresso.com.au); Alba Restaurant (A 100%, https://directindex.org/r/albarestaurant.com.au); Alfie's (A 100%, https://directindex.org/r/liquidandlarder.com.au); Alimento Pizza Cafe (A 100%, https://directindex.org/r/alimentopizza.com.au). With the three fixes above (No structured data for the business; Booking through an unrecognised third party; Ordering through an unrecognised third party), the score would be about 98.5%. That would be 91st of 3,965 in Sydney, up from 2409th. ## The direct record What agents get for Chao Praya, as JSON: https://directindex.org/api/direct/chaopraya.com.au - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +61 2 9399 5509 ## 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 | 1 | 25 | | Actionable | 6 | 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/chaopraya.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: 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: no Keep watching this business (https://directindex.org/r/chaopraya.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/chaopraya.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 ยท Rescan now: https://directindex.org/scan?url=chaopraya.com.au&force=1