# Bahn Thai: Agent-Direct Score B (75.4%) Site: http://bahnthai.net/ Report: https://directindex.org/r/bahnthai.net 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.) Bahn Thai is mostly ready for agents. An AI assistant can open Bahn Thai's website. What Bahn Thai offers is on another site. It finds a way to book or order directly, through DoorDash Storefront. ## Direct links - Order directly: https://order.online/business/bahn-thai-10544 (through doordash_storefront acting for the business) - Phone: +16192996363 - Address: Park Boulevard 4646 - Step-free access (OpenStreetMap) ## Nearby, also direct Places near Bahn Thai that take a booking or an order on their own website, with no marketplace in between. - Sukho Thai Extraordinaire (1.2 km): https://directindex.org/r/sukhothaikitchen.com - Ka Prao (1.6 km): https://directindex.org/r/kapraothai.com - White Elephant Asian Kitchen (1.6 km): https://directindex.org/r/whiteelephantkitchen.com - Bangkok Thai Bistro (1.9 km): https://directindex.org/r/bangkokfoodtruck.com - The Asian Bistro (2.1 km): https://directindex.org/r/theasianbistro.com ## What to fix first - **Menu or price list is on another site.** (+5 points) The link goes to order.online, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai - **Structured data is incomplete.** (+3 points) Missing: address, telephone. 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. ``` # Bahn Thai > restaurant (thai) in Park Boulevard 4646, San Diego. Phone +16192996363. ## Book or order directly - Order: https://order.online/business/bahn-thai-10544 (through doordash_storefront acting for the business) - Menu: https://order.online/business/bahn-thai-10544 ## About - Website: http://bahnthai.net/ - 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).** opening hours - **Ordering through doordash_storefront on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 538 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% | no | | 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 with a similar menu: Sukho Thai Extraordinaire (C, 1155 m, https://directindex.org/r/sukhothaikitchen.com); Ka Prao (D, 1550 m, https://directindex.org/r/kapraothai.com); Veganic Thai (C, 1571 m, https://directindex.org/r/veganicthaicafe.com); White Elephant Asian Kitchen (C, 1606 m, https://directindex.org/r/whiteelephantkitchen.com); Bangkok Thai Bistro (B, 1944 m, https://directindex.org/r/bangkokfoodtruck.com); The Asian Bistro (D, 2051 m, https://directindex.org/r/theasianbistro.com); Kin Len (F, 2063 m, https://directindex.org/r/kinlen.com); Street Side Thai Kitchen (A, 2206 m, https://directindex.org/r/streetsidethaikitchensd.com); Bangkok Spices Thai Restaurant (C, 2431 m, https://directindex.org/r/orderbangkokspicesthai.com); Thai Joint on adams (C, 2592 m, https://directindex.org/r/thaijointonadams.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. Bahn Thai wasn't one of them. See who was named: https://directindex.org/city/san-diego/recommended Compared with its peers: Sites built with Squarespace 61% (41% A or B, 32150 sites); Sites using DoorDash Storefront 70% (58% A or B, 2547 sites); This site 75.4%. See what an AI agent reads on this site: https://directindex.org/r/bahnthai.net/agent-view ## Businesses like Bahn Thai in San Diego | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in San Diego | 2243 | 55% | 36% | 75.4% | | Sites built with Squarespace in San Diego | 183 | 72% | 58% | 75.4% | | Sites using DoorDash Storefront in San Diego | 74 | 70% | 47% | 75.4% | | Sites built with Squarespace and using DoorDash Storefront in San Diego | 10 | 78% | 80% | 75.4% | The best of the sites built with Squarespace and using DoorDash Storefront in San Diego: Mekong Cuisine Lao & Thai (A 92.3%, https://directindex.org/r/mekongsandiego.com); HiroNori Craft Ramen (A 90.8%, https://directindex.org/r/hironori.com); Main Chick Hot Chicken (B 84.6%, https://directindex.org/r/eatmainchick.com); Rudford's (B 84.6%, https://directindex.org/r/rudfords.com); Hennessey's Tavern Gaslamp (B 78.8%, https://directindex.org/r/hennesseystavern.com). With the two fixes above (Menu or price list is on another site; Structured data is incomplete), the score would be about 87.7%. That would be 241st of 2,243 in San Diego, up from 538th. ## The direct record What agents get for Bahn Thai, as JSON: https://directindex.org/api/direct/bahnthai.net - Book: none on record - Order: https://order.online/business/bahn-thai-10544 (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-24, not yet tested) - Menu: https://order.online/business/bahn-thai-10544 (external; from the scan) - Hours: none on record - Phone: +16192996363 - Stable links that count: https://directindex.org/go/bahnthai.net/order, https://directindex.org/go/bahnthai.net/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 - Vendor terms for agents, DoorDash Storefront: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 14 | 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/bahnthai.net - 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/bahnthai.net/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/bahnthai.net/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=bahnthai.net&force=1