# Sunset Thai Ocean Beach: Agent-Direct Score B (80%) Site: http://www.sunsetthai-ob.com/ Report: https://directindex.org/r/sunsetthai-ob.com Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Sunset Thai Ocean Beach is mostly ready for agents. An AI assistant can open Sunset Thai Ocean Beach's website. It can read what Sunset Thai Ocean Beach offers. It finds a way to book or order directly, through ChowNow. ## Direct links - Order directly: https://order.chownow.com/order/43921/locations/66052 (through chownow acting for the business) - Menu: https://www.sunsetthai-ob.com/menu - Phone: +16199356239 - Address: 1830 Sunset Cliffs Blvd ste A&B, 92107, San Diego ## Nearby, also direct Places near Sunset Thai Ocean Beach that take a booking or an order on their own website, with no marketplace in between. - Soi OB (260 m): https://directindex.org/r/soiob.com - Pure Thai & Vegetarian Cuisine (1.9 km): https://directindex.org/r/purethaisd.com - So Good Thai Cuisine (2.7 km): https://directindex.org/r/sogoodthaicuisine.com - Meechai Thai Cuisine (2.7 km): https://directindex.org/r/meechai.net ## What to fix first - **Structured data is incomplete.** (+5 points) Missing: telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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. ``` # Sunset Thai Ocean Beach > local business (thai) in 1830 Sunset Cliffs Blvd ste A&B, 92107, San Diego, San Diego. Phone +16199356239. ## Book or order directly - Order: https://order.chownow.com/order/43921/locations/66052 (through chownow acting for the business) - Menu: https://www.sunsetthai-ob.com/menu ## About - Website: http://www.sunsetthai-ob.com/ - 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).** address - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through chownow on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 456 of 2239 in San Diego. Top 20% 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% | yes | | Publish the menu or price list as HTML | 94% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 62% | no | | Have an llms.txt | 38% | no | Nearest places with a similar menu: Social Thai Kitchen (F, 2 m, https://directindex.org/r/socialthaikitchen.com); Soi OB (C, 261 m, https://directindex.org/r/soiob.com); Pure Thai & Vegetarian Cuisine (A, 1858 m, https://directindex.org/r/purethaisd.com); So Good Thai Cuisine (A, 2696 m, https://directindex.org/r/sogoodthaicuisine.com); Meechai Thai Cuisine (C, 2709 m, https://directindex.org/r/meechai.net); Supannee Thai (D, 2987 m, https://directindex.org/r/sdthai.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 San Diego and named 100 places. Sunset Thai Ocean Beach wasn't one of them. See who was named: https://directindex.org/city/san-diego/recommended Compared with its peers: Sites built with Wix 54% (31% A or B, 42583 sites); Sites using ChowNow 72% (54% A or B, 1059 sites); This site 80%. See what an AI agent reads on this site: https://directindex.org/r/sunsetthai-ob.com/agent-view ## Businesses like Sunset Thai Ocean Beach in San Diego | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in San Diego | 2239 | 55% | 36% | 80% | | Sites built with Wix in San Diego | 137 | 60% | 36% | 80% | | Sites using ChowNow in San Diego | 33 | 70% | 48% | 80% | | Sites built with Wix and using ChowNow in San Diego | 5 | 71% | 40% | 80% | The best of the sites built with Wix and using ChowNow in San Diego: Besthibachi (A 87.7%, https://directindex.org/r/thebesthibachi.com); Palm Thai Cafe (C 66.2%, https://directindex.org/r/palmthaicafesandiego.com); City Wok (C 61.5%, https://directindex.org/r/citywok.com); The Nood Bar (C 58.5%, https://directindex.org/r/ordernoodbar.com). With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 241st of 2,239 in San Diego, up from 456th. ## The direct record What agents get for Sunset Thai Ocean Beach, as JSON: https://directindex.org/api/direct/sunsetthai-ob.com - Book: none on record - Order: https://order.chownow.com/order/43921/locations/66052 (vendor on own site: ChowNow; found by the scan of 2026-10-24, not yet tested) - Menu: https://www.sunsetthai-ob.com/menu (html_page; from the scan) - Hours: none on record - Phone: +16199356239 - Stable links that count: https://directindex.org/go/sunsetthai-ob.com/order, https://directindex.org/go/sunsetthai-ob.com/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): yes - 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 - Vendor terms for agents, ChowNow: Not stated. ChowNow's customer terms (8 September 2025) bar automated means such as spiders, robots and crawlers to download or scrape data, except search engines; they do not address an agent placing an order for a person, and no agent programme was found. Read 2026-10-15: https://get.chownow.com/terms-of-service ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 17 | 25 | | Actionable | 10 | 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/sunsetthai-ob.com - 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/sunsetthai-ob.com/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/sunsetthai-ob.com/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=sunsetthai-ob.com&force=1