# The Little Friend: Agent-Direct Score D (53.8%) Site: https://www.thelittlefriendbar.com Report: https://directindex.org/r/thelittlefriendbar.com Scanned: 2026-10-25 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) The Little Friend is hard for agents to use. An AI assistant can open The Little Friend's website. It can read what The Little Friend offers. It finds a phone number, but no link to book or order online. ## Direct links - Menu: https://www.thelittlefriendbar.com/menu - Phone: +13107476969 - Address: 822 Washington Blvd, 90292, Venice - Its menu mentions: vegan options ## Nearby, also direct Places near The Little Friend that take a booking or an order on their own website, with no marketplace in between. - Gin Rummy (0 m): https://directindex.org/r/ginrummybar.com - Old Lightning (40 m): https://directindex.org/r/oldlightning.com - Paisita Cafe (120 m): https://directindex.org/r/paisitacafe.com - The Rat Pack Lounge (210 m): https://directindex.org/r/candorestaurants.com - Firestone Walker Propagator (350 m): https://directindex.org/r/firestonewalker.com ## What to fix first - **No structured data for the business.** (+14 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 - **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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. ``` # The Little Friend > local business in 822 Washington Blvd, 90292, Venice, Los Angeles cafes and bars. Phone +13107476969. ## Book or order directly - Menu: https://www.thelittlefriendbar.com/menu ## About - Website: https://www.thelittlefriendbar.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. ## Since the scan of 2026-10-23 (D then) - Fixed: nothing - New: nothing ## Where it stands Not ranked yet in Los Angeles cafes and bars. | What the top 10% of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 99% | no | | Publish the menu or price list as HTML | 91% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes | | Structured data with address, phone and hours | 41% | no | | Have an llms.txt | 35% | no | Nearest places in the index: Gin Rummy (C, 2 m, https://directindex.org/r/ginrummybar.com); Old Lightning (B, 42 m, https://directindex.org/r/oldlightning.com); Paisita Cafe (C, 118 m, https://directindex.org/r/paisitacafe.com); The Rat Pack Lounge (B, 210 m, https://directindex.org/r/candorestaurants.com); Firestone Walker Propagator (C, 349 m, https://directindex.org/r/firestonewalker.com); The Lincoln (A, 487 m, https://directindex.org/r/thelincolnvenice.com); Sports Harbour (F, 519 m, https://directindex.org/r/myspace.com); Boulevard Coffee (C, 647 m, https://directindex.org/r/boulevardcoffeevenice.com); goodboybob Coffee Roasters (D, 708 m, https://directindex.org/r/goodboybob.com); Noun (B, 795 m, https://directindex.org/r/noun.coffee). ## 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 Los Angeles cafes and bars and named 92 places. The Little Friend wasn't one of them. See who was named: https://directindex.org/city/los-angeles-cafes-bars/recommended Score over 2 scans since 2026-10-23: 2026-10-23 54%, 2026-10-25 54%. Compared with its peers: Sites built with Wix 52% (28% A or B, 48660 sites); This site 53.8%. See what an AI agent reads on this site: https://directindex.org/r/thelittlefriendbar.com/agent-view ## Businesses like The Little Friend in Los Angeles cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Sites built with Wix in Los Angeles cafes and bars | 98 | 60% | 35% | 53.8% | The best of the sites built with Wix in Los Angeles cafes and bars: Recreation Cafe (A 100%, https://directindex.org/r/recreation.cafe); Rico's Empanadas (A 100%, https://directindex.org/r/ricosempanadas.com); Vitacane (A 100%, https://directindex.org/r/vitacanejuicery.com); Cicada Restaurant and Lounge (A 95.4%, https://directindex.org/r/cicadarestaurant.com); New York Cafe Inc (A 95.4%, https://directindex.org/r/newyorkcafeinc.com). ## The direct record What agents get for The Little Friend, as JSON: https://directindex.org/api/direct/thelittlefriendbar.com - Book: none on record - Order: none on record - Menu: https://www.thelittlefriendbar.com/menu (html_page; from the scan) - Hours: none on record - Phone: +13107476969 - Stable links that count: https://directindex.org/go/thelittlefriendbar.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): yes - 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 | 2 | 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/thelittlefriendbar.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/thelittlefriendbar.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/thelittlefriendbar.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=thelittlefriendbar.com&force=1