# Bangkok Station: Agent-Direct Score B (75.4%) Site: http://bangkokstationnj.com Report: https://directindex.org/r/bangkokstationnj.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Bangkok Station is mostly ready for agents. An AI assistant can open Bangkok Station'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 ChowNow. ## Direct links - Order directly: https://direct.chownow.com/order/30573/locations/45215 (through chownow acting for the business) - Phone: 3463573824 - Address: 1585 Highway 6 S Ste C, 77077-2195, Houston - Prices: 70 prices on the site, the middle one $10.95 ## Nearby, also direct Places near Bangkok Station that take a booking or an order on their own website, with no marketplace in between. - Chick-fil-A (1.7 km): https://directindex.org/r/cfarestaurant.com - Teriyaki Madness (1.7 km): https://directindex.org/r/teriyakimadness.com - Naam Khao Thai Kitchen & Bar (1.8 km): https://directindex.org/r/naamkhao.com - London Cafe (1.9 km): https://directindex.org/r/londoncafetx.com ## What to fix first - **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 - **Structured data is incomplete.** (+1 points) Missing: 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 - **The phone number on the site doesn't match the open map data.** The site shows +12012508166, but OpenStreetMap or Overture Maps lists 3463573824. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## What the site tells visitors (Measured, not scored) - **The footer says © 2021.** Visitors and assistants may read that year as the last time anyone looked after the site. In Houston, 76% of comparable sites that show a year say 2025 or later. - **70 prices on the landing page, the middle one $10.95.** In Houston, the middle price of comparable sites that show prices is $12.45. ## 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. ``` # Bangkok Station > local business (asian) in 1585 Highway 6 S Ste C, 77077-2195, Houston, Houston. Phone 3463573824. ## Book or order directly - Order: https://direct.chownow.com/order/30573/locations/45215 (through chownow acting for the business) ## About - Website: http://bangkokstationnj.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, opening hours - **Ordering through chownow on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 650 of 2664 in Houston. 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 | 97% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes | | Structured data with address, phone and hours | 72% | no | | Have an llms.txt | 53% | no | Nearest places in the index: Rincon Criollo (F, 1515 m, https://directindex.org/r/rinconcriollo.net); Ayintap Mediterranean Grill (D, 1610 m, https://directindex.org/r/ayintapmediterraneangrill.com); Chick-fil-A (B, 1680 m, https://directindex.org/r/cfarestaurant.com); Y&p International Inc (F, 1706 m, https://directindex.org/r/yacht-property-international.info); Teriyaki Madness (A, 1730 m, https://directindex.org/r/teriyakimadness.com); Naam Khao Thai Kitchen & Bar (B, 1750 m, https://directindex.org/r/naamkhao.com); Amma's Kitchen (F, 1751 m, https://directindex.org/r/ammaskitchen.com); Nawab's Biryani House (F, 1770 m, https://directindex.org/r/nawabshuston.com); Le Mistral (C, 1783 m, https://directindex.org/r/lemistralhouston.com); London Cafe (B, 1857 m, https://directindex.org/r/londoncafetx.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 Houston and named 146 places. Bangkok Station wasn't one of them. See who was named: https://directindex.org/city/houston/recommended Compared with its peers: Sites built with Squarespace 61% (41% A or B, 33756 sites); Sites using ChowNow 73% (55% A or B, 1147 sites); This site 75.4%. See what an AI agent reads on this site: https://directindex.org/r/bangkokstationnj.com/agent-view ## Businesses like Bangkok Station in Houston | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Houston | 2664 | 54% | 35% | 75.4% | | Sites built with Squarespace in Houston | 165 | 68% | 48% | 75.4% | | Sites using ChowNow in Houston | 34 | 75% | 59% | 75.4% | | Sites built with Squarespace and using ChowNow in Houston | 3 | 74% | 67% | 75.4% | The best of the sites using ChowNow in Houston: Fadi's Meyerland Mediterranean Grill (A 100%, https://directindex.org/r/fadismeyerland.com); Songkran (A 100%, https://directindex.org/r/songkranthaikitchen.com); Cafe Lili (A 95.4%, https://directindex.org/r/cafelili.com); Izakaya Hi (A 95.4%, https://directindex.org/r/izakayahi.com); Ruggles Black (A 95.4%, https://directindex.org/r/rugglesblack.com). With the two fixes above (No menu or price list found; Structured data is incomplete), the score would be about 87.7%. That would be 303rd of 2,664 in Houston, up from 650th. ## The direct record What agents get for Bangkok Station, as JSON: https://directindex.org/api/direct/bangkokstationnj.com - Book: none on record - Order: https://direct.chownow.com/order/30573/locations/45215 (vendor on own site: ChowNow; found by the scan of 2026-10-23, not yet tested) - Menu: none on record - Hours: none on record - Phone: 3463573824 - Stable links that count: https://directindex.org/go/bangkokstationnj.com/order ## 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, 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 | 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/bangkokstationnj.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/bangkokstationnj.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/bangkokstationnj.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=bangkokstationnj.com&force=1