# Osha Thai Cuisine: Agent-Direct Score D (40%) Site: http://www.oshathai.co.nz/ Report: https://directindex.org/r/oshathai.co.nz Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Osha Thai Cuisine is hard for agents to use. An AI assistant can open Osha Thai Cuisine'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 onlineorder.sipocloudpos.com. ## Direct links - Phone: +6499482888 - Address: 2/579 Beach Rd, 0630, Auckland ## Nearby, also direct Places near Osha Thai Cuisine that take a booking or an order on their own website, with no marketplace in between. - Ristorante La Spiaggia (800 m): https://directindex.org/r/laspiaggia.co.nz - Monsoon Indian Cuisine (1.1 km): https://directindex.org/r/monsooncuisine.co.nz - Bolliwood Browns Bay (1.1 km): https://directindex.org/r/bolliwood.co.nz - Rack N Roll Ribs (1.1 km): https://directindex.org/r/racknrollribs.co.nz - Siam Thai (1.1 km): https://directindex.org/r/siamthai.co.nz ## What to fix first - **No structured data for the business.** (+15 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 - **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 working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. ``` # Osha Thai Cuisine > local business (thai) in 2/579 Beach Rd, 0630, Auckland, Auckland. Phone +6499482888. ## About - Website: http://www.oshathai.co.nz/ - 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 916 of 1155 in Auckland. Top 79% 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) | 97% | yes | | Structured data with address, phone and hours | 43% | no | | Have an llms.txt | 38% | no | Nearest places in the index: Ristorante La Spiaggia (F, 804 m, https://directindex.org/r/laspiaggia.co.nz); The Cinnamon Club Indian Fusion Cuisine (C, 809 m, https://directindex.org/r/thecinnamonclubindian.co.nz); Monsoon Indian Cuisine (D, 1064 m, https://directindex.org/r/monsooncuisine.co.nz); Bolliwood Browns Bay (C, 1066 m, https://directindex.org/r/bolliwood.co.nz); Flavours of India (D, 1106 m, https://directindex.org/r/flavoursofindiaakl.com); Rack N Roll Ribs (B, 1123 m, https://directindex.org/r/racknrollribs.co.nz); MadamYen (F, 1125 m, https://directindex.org/r/madamyen.co.nz); Siam Thai (B, 1149 m, https://directindex.org/r/siamthai.co.nz); Thai Browns Bay Cafe and Restaurant (F, 1151 m, https://directindex.org/r/thaibrownsbay.co.nz); 21 Days Bar and Brasserie (A, 1152 m, https://directindex.org/r/21days.co.nz). ## 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 Auckland and named 103 places. Osha Thai Cuisine wasn't one of them. See who was named: https://directindex.org/city/auckland/recommended See what an AI agent reads on this site: https://directindex.org/r/oshathai.co.nz/agent-view ## Businesses like Osha Thai Cuisine in Auckland | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Auckland | 1155 | 59% | 38% | 40% | The best of the businesses of the same kind in Auckland: 1947 Eatery (A 100%, https://directindex.org/r/1947eatery.co.nz); At Bangkok (A 100%, https://directindex.org/r/atbangkok.nz); Bali Nights (A 100%, https://directindex.org/r/balinights.co); Bar Magda (A 100%, https://directindex.org/r/barmagda.co.nz); Bodega Eatery (A 100%, https://directindex.org/r/bodegaeatery.co.nz). With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; No menu or price list found), the score would be about 87.7%. That would be 105th of 1,155 in Auckland, up from 916th. ## The direct record What agents get for Osha Thai Cuisine, as JSON: https://directindex.org/api/direct/oshathai.co.nz - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +6499482888 ## 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 | 20 | 25 | | Readable | 0 | 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/oshathai.co.nz - 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: 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/oshathai.co.nz/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/oshathai.co.nz/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=oshathai.co.nz&force=1