# Lanna Thai Cuisine: Agent-Direct Score B (76.1%) Site: https://lannathaicuisine.com/ Report: https://directindex.org/r/lannathaicuisine.com Scanned: 2026-10-24 (Provisional, with the action test still to come. The hatched part of the bar isn't measured yet.) Lanna Thai Cuisine is mostly ready for agents. An AI assistant can open Lanna Thai Cuisine's website. It can read what Lanna Thai Cuisine offers. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://lannathaicuisine.com/order (on the business's own site) - Menu: https://lannathaicuisine.com/order - Phone: +18582748424 - Address: 4501 Mission Bay Dr. #1B, 92109, San Diego - Its menu mentions: vegan options ## Nearby, also direct Places near Lanna Thai Cuisine that take a booking or an order on their own website, with no marketplace in between. - Campland Cantina (1.1 km): https://directindex.org/r/campland.com - Chef Jun (1.2 km): https://directindex.org/r/chefjun.com - The Kluckin Chicken (1.6 km): https://directindex.org/r/thekluckinchicken.com ## 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 - **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. ``` # Lanna Thai Cuisine > local business (thai) in 4501 Mission Bay Dr. #1B, 92109, San Diego, San Diego. Phone +18582748424. ## Book or order directly - Order: https://lannathaicuisine.com/order (on the business's own site) - Menu: https://lannathaicuisine.com/order ## About - Website: https://lannathaicuisine.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. - **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 531 of 2243 in San Diego. Top 24% 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 | 37% | no | Nearest places in the index: Sushi Ota (F, 15 m, https://directindex.org/r/sushiota.com); Cali Bánh Mì (F, 403 m, https://directindex.org/r/calibanhmi.com); El Rey Moro Taco Shop (F, 575 m, https://directindex.org/r/bestcafes.online); Wasabi Sushi (A, 576 m, https://directindex.org/r/wasabisushi.com); Santana's Mexican Food (F, 1042 m, https://directindex.org/r/santanas.com); Campland Cantina (B, 1094 m, https://directindex.org/r/campland.com); Isabella Restaurants Lp (F, 1172 m, https://directindex.org/r/isabellasrestaurantsj.com); Chef Jun (A, 1190 m, https://directindex.org/r/chefjun.com); Kitchen 4140 (D, 1330 m, https://directindex.org/r/kitchen4140.com); The Kluckin Chicken (A, 1571 m, https://directindex.org/r/thekluckinchicken.com). ## What assistants answer Asked on 2026-10-28 with web search on. 83% of the answers pointed to the business's own site or to a vendor working for it. That share is the Cited part of the score. | Assistant | Official website? | Where to book? | Where to order? | |---|---|---|---| | ChatGPT | own site | own site | own site | | Gemini | own site | directory: google_maps | own site | The assistants were asked 22 everyday questions about San Diego and named 105 places. Lanna Thai Cuisine wasn't one of them. See who was named: https://directindex.org/city/san-diego/recommended **What ChatGPT said, Official website? (2026-10-28):** https://lannathaicuisine.com/ (lannathaicuisine.com (https://lannathaicuisine.com/?utmsource=openai)) **What ChatGPT said, Where to book? (2026-10-28):** You can request a reservation through Lanna Thai Cuisine’s contact page (https://lannathaicuisine.com/contact). (lannathaicuisine.com (https://lannathaicuisine.com/contact?utmsource=openai)) **What ChatGPT said, Where to order? (2026-10-28):** Order directly through Lanna Thai Cuisine’s online ordering page: Order food online (https://lannathaicuisine.com/order/lannathaicuisine). (lannathaicuisine.com (https://lannathaicuisine.com/order/lannathaicuisine?utmsource=openai)) **What Gemini said, Official website? (2026-10-28):** The official website of Lanna Thai Cuisine, a restaurant in San Diego, United States, is https://lannathaicuisine.com/. **What Gemini said, Where to book? (2026-10-28):** You can book a table online at Lanna Thai Cuisine in San Diego through Addagio by using the following link: https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEoQEXQ7SKCzDDLA30OlcA03vkxoX9sil4mquWLhdFNStolhgY0xKonKlsGgmjdsiYg5hal52s9rULOkPfIhY6MEylsMGfkawuizEGCpH5fybFa5IvsWHfGCjkLd39-uK5MSBbwVYxs0w5c526Y= **What Gemini said, Where to order? (2026-10-28):** You can order food online from Lanna Thai Cuisine in San Diego directly through their website. Use the following link to access their online ordering system: https://lannathaicuisine.com/ (https://lannathaicuisine.com/). Alternatively, you can also find Lanna Thai Cuisine on various food delivery platforms such as Postmates, Grubhub, and ChowNow. See what an AI agent reads on this site: https://directindex.org/r/lannathaicuisine.com/agent-view ## Why the assistants send people elsewhere Why (2026-10-28): Gemini sent people to Google Maps because the business site offers no way to book a table directly. ## Businesses like Lanna Thai Cuisine in San Diego | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in San Diego | 2243 | 55% | 36% | 76.1% | The best of the businesses of the same kind in San Diego: Amuri (A 100%, https://directindex.org/r/amurisd.com); Athens Market Taverna (A 100%, https://directindex.org/r/athensmarkettaverna.com); Barbarella Restaurant & Bar (A 100%, https://directindex.org/r/barbarellarestaurant.com); Basic (A 100%, https://directindex.org/r/barbasic.com); Brothers Restaurant & Deli (A 100%, https://directindex.org/r/mybrothersdeli.com). With the fix above (No structured data for the business), the score would be about 92.6%. That would be 128th of 2,243 in San Diego, up from 531st. ## The direct record What agents get for Lanna Thai Cuisine, as JSON: https://directindex.org/api/direct/lannathaicuisine.com - Book: none on record - Order: https://lannathaicuisine.com/order (own site; found by the scan of 2026-10-24, not yet tested) - Menu: https://lannathaicuisine.com/order (html_page; from the scan) - Hours: none on record - Phone: +18582748424 - Stable links that count: https://directindex.org/go/lannathaicuisine.com/order, https://directindex.org/go/lannathaicuisine.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): 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 | 15 | 15 (the action test: pending) | | Cited | 16.7 | 20 | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/lannathaicuisine.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: yes - 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/lannathaicuisine.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/lannathaicuisine.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 · Rescan now: https://directindex.org/scan?url=lannathaicuisine.com&force=1