# Hank's Cajun Crawfish: Agent-Direct Score C (63.1%) Site: http://www.thehankscrawfish.com/ Report: https://directindex.org/r/thehankscrawfish.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.) Hank's Cajun Crawfish is partly visible to agents. An AI assistant can open Hank's Cajun Crawfish'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 on the site. ## Direct links - Order directly: https://www.thehankscrawfish.com/ordernow (on the business's own site) - Phone: +12819888974 - Address: 10800 Bellaire Blvd, 77072-2740, Houston ## Nearby, also direct Places near Hank's Cajun Crawfish that take a booking or an order on their own website, with no marketplace in between. - Drunken Lobster (80 m): https://directindex.org/r/drunkenlobsterbellaire.com - Quan Yin Vegan Restaurant (80 m): https://directindex.org/r/quanyinvegan.com - Thuan Kieu Com Tam (100 m): https://directindex.org/r/thuankieucomtamhouston.com - Phở 54 (180 m): https://directindex.org/r/pho54houston.com - Zero Degrees (210 m): https://directindex.org/r/zerodegreescompany.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 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 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 +12816458286, but OpenStreetMap or Overture Maps lists +12819888974. 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. ## 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. ``` # Hank's Cajun Crawfish > local business (cajun and creole) in 10800 Bellaire Blvd, 77072-2740, Houston, Houston. Phone +12819888974. ## Book or order directly - Order: https://www.thehankscrawfish.com/ordernow (on the business's own site) ## About - Website: http://www.thehankscrawfish.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. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 1013 of 2427 in Houston. Top 42% 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 | 96% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes | | Structured data with address, phone and hours | 72% | no | | Have an llms.txt | 51% | no | Nearest places in the index: Drunken Lobster (B, 82 m, https://directindex.org/r/drunkenlobsterbellaire.com); Quan Yin Vegan Restaurant (A, 82 m, https://directindex.org/r/quanyinvegan.com); Thuan Kieu Com Tam (A, 99 m, https://directindex.org/r/thuankieucomtamhouston.com); Duy Sandwiches (F, 121 m, https://directindex.org/r/duysandwiches.com); Phở Bình (C, 153 m, https://directindex.org/r/phobinh.com); Phở 54 (A, 178 m, https://directindex.org/r/pho54houston.com); Zero Degrees (C, 205 m, https://directindex.org/r/zerodegreescompany.com); Nem Houston (B, 240 m, https://directindex.org/r/nemhouston.com); BAMBU Desserts & Drinks (C, 256 m, https://directindex.org/r/drinkbambu.com); Ramen Okidoki & Lims Chicken (C, 257 m, https://directindex.org/r/singleplatform.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 12 everyday questions about Houston and named 61 places. Hank's Cajun Crawfish 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, 32150 sites); This site 63.1%. See what an AI agent reads on this site: https://directindex.org/r/thehankscrawfish.com/agent-view ## Businesses like Hank's Cajun Crawfish in Houston | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Houston | 2427 | 53% | 34% | 63.1% | | Sites built with Squarespace in Houston | 154 | 67% | 47% | 63.1% | The best of the sites built with Squarespace in Houston: Agnes and Sherman (A 93.8%, https://directindex.org/r/agnesandsherman.com); Mezza Grille (A 93.8%, https://directindex.org/r/mezzagrillehouston.com); Seaside Poke (A 93.8%, https://directindex.org/r/seasidepoke.com); The Grove (A 92.5%, https://directindex.org/r/thegrovehouston.com); Afuri Ramen & Dumpling (A 92.3%, https://directindex.org/r/afuriramen.com). With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 104th of 2,427 in Houston, up from 1013th. ## The direct record What agents get for Hank's Cajun Crawfish, as JSON: https://directindex.org/api/direct/thehankscrawfish.com - Book: none on record - Order: https://www.thehankscrawfish.com/ordernow (own site; found by the scan of 2026-10-23, not yet tested) - Menu: none on record - Hours: none on record - Phone: +12819888974 - Stable links that count: https://directindex.org/go/thehankscrawfish.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 Found one hop past the home page: booking page /ordernow: ordering via doordash. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 1 | 25 | | Actionable | 15 | 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/thehankscrawfish.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: no Keep watching this business (https://directindex.org/r/thehankscrawfish.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/thehankscrawfish.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=thehankscrawfish.com&force=1