# Little Blue Bistro: Agent-Direct Score D (40%) Site: http://littlebluebistro.com/ Report: https://directindex.org/r/littlebluebistro.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.) Little Blue Bistro is hard for agents to use. An AI assistant can open Little Blue Bistro's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to Resy, a marketplace. ## Direct links - Phone: +12142476454 - Address: 320 W Eighth St, 75208, Dallas ## Nearby, also direct Places near Little Blue Bistro that take a booking or an order on their own website, with no marketplace in between. - Wow Wow Hawaiian Lemonade (10 m): https://directindex.org/r/wowwowhawaiianlemonade.com - Isla & Co. (100 m): https://directindex.org/r/isla-co.com - Whisk Crepes Cafe (120 m): https://directindex.org/r/whiskdallas.com ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking only through resy.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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 - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. ``` # Little Blue Bistro > local business in 320 W Eighth St, 75208, Dallas, Dallas cafes and bars. Phone +12142476454. ## About - Website: http://littlebluebistro.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. - **Resy works with agents through its partners.** Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Terms read on 2026-10-15: https://resy.com/terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 367 of 554 in Dallas cafes and bars. Top 66% 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 | 98% | no | | Publish the menu or price list as HTML | 95% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes | | Structured data with address, phone and hours | 59% | no | | Have an llms.txt | 52% | no | Nearest places in the index: Serve (F, 3 m, https://directindex.org/r/serve.house); Wow Wow Hawaiian Lemonade (B, 9 m, https://directindex.org/r/wowwowhawaiianlemonade.com); Mermaid Raw Bar & Champagne Room (C, 57 m, https://directindex.org/r/mermaiddallas.com); Espumoso Caffe (F, 73 m, https://directindex.org/r/espumosocaffe.com); LadyLove Lounge and Sound (F, 80 m, https://directindex.org/r/ladylovesound.com); Atlas Bishop Arts (C, 88 m, https://directindex.org/r/atlascocktailbar.com); Isla & Co. (B, 101 m, https://directindex.org/r/isla-co.com); Lucky Gin Distillery (F, 108 m, https://directindex.org/r/luckyginbar.com); The Branca Room (C, 111 m, https://directindex.org/r/thebrancaroom.com); Whisk Crepes Cafe (C, 120 m, https://directindex.org/r/whiskdallas.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 Dallas cafes and bars and named 65 places. Little Blue Bistro wasn't one of them. See who was named: https://directindex.org/city/dallas-cafes-bars/recommended Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); Sites using Resy 67% (44% A or B, 2836 sites); This site 40%. See what an AI agent reads on this site: https://directindex.org/r/littlebluebistro.com/agent-view ## Businesses like Little Blue Bistro in Dallas cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Dallas cafes and bars | 554 | 53% | 29% | 40% | | Sites built with WordPress in Dallas cafes and bars | 132 | 60% | 35% | 40% | | Sites using Resy in Dallas cafes and bars | 12 | 63% | 42% | 40% | | Sites built with WordPress and using Resy in Dallas cafes and bars | 2 | 37% | 0% | 40% | The best of the sites using Resy in Dallas cafes and bars: Isla & Co. (B 84.6%, https://directindex.org/r/isla-co.com); Two Hands (B 77.5%, https://directindex.org/r/twohandshospitality.com); The Woolworth (B 76.9%, https://directindex.org/r/thewoolworthdallas.com); Laurel Tavern (B 72.3%, https://directindex.org/r/laureltavern.com); Nice Coffee Cocktail Bar (B 72.3%, https://directindex.org/r/nicecoffeecocktailbar.com). With the three fixes above (No structured data for the business; Booking only through resy; No menu or price list found), the score would be about 92.3%. That would be 23rd of 554 in Dallas cafes and bars, up from 367th. ## The direct record What agents get for Little Blue Bistro, as JSON: https://directindex.org/api/direct/littlebluebistro.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +12142476454 ## 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, Resy: Through partners. Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Read 2026-10-15: https://resy.com/terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 0 | 25 | | Actionable | 3 | 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/littlebluebistro.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/littlebluebistro.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/littlebluebistro.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=littlebluebistro.com&force=1