# R Bar: Agent-Direct Score C (66.6%) Site: https://www.theinfatuation.com Report: https://directindex.org/r/theinfatuation.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.) R Bar is partly visible to agents. Some AI assistants are turned away by R Bar's website. It can read what R Bar offers. To book or order, it is sent to Resy, a marketplace. ## Direct links - Menu: https://www.theinfatuation.com/miami/guides/best-miami-spice-restaurants - Phone: +12133877227 - Address: 3331 W 8th St, 90005, Los Angeles - Its menu mentions: a lunch or set menu ## Nearby, also direct Places near R Bar that take a booking or an order on their own website, with no marketplace in between. - H Cafe (310 m): https://directindex.org/r/thehhotels.com - The Venue (340 m): https://directindex.org/r/thevenuela.com - Egg Tuck (450 m): https://directindex.org/r/eggtuck.com - Break Room 86 (490 m): https://directindex.org/r/breakroom86.com - Alchemist Coffee Project at the Pearl (590 m): https://directindex.org/r/alchemistcp.com ## What to fix first - **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 - **robots.txt blocks GPTBot, ClaudeBot, Google-Extended.** (+3.7 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents - **Structured data is incomplete.** (+3 points) Missing: opening hours. 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 (305) 434-4668, but OpenStreetMap or Overture Maps lists +12133877227. 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 ``` robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. ``` # Let AI assistants read the site: they send people to you; a marketplace keeps them. # Remove any Disallow lines for these names elsewhere in this file. User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: / User-agent: OAI-SearchBot Allow: / User-agent: ChatGPT-User Allow: / User-agent: Claude-User Allow: / User-agent: Perplexity-User Allow: / ``` llms.txt. Save as /llms.txt at the root of the site. ``` # R Bar > organization in 3331 W 8th St, 90005, Los Angeles, Los Angeles cafes and bars. Phone +12133877227. ## Book or order directly - Menu: https://www.theinfatuation.com/miami/guides/best-miami-spice-restaurants ## About - Website: https://www.theinfatuation.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (Organization).** address, phone - **Menu or price list is an HTML page.** Agents can read the items and prices. - **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 365 of 1405 in Los Angeles cafes and bars. Top 26% 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 | 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% | no | | Structured data with address, phone and hours | 41% | no | | Have an llms.txt | 35% | no | Nearest places in the index: H Cafe (F, 305 m, https://directindex.org/r/thehhotels.com); The Venue (B, 339 m, https://directindex.org/r/thevenuela.com); Heyri Coffee House (F, 423 m, https://directindex.org/r/cafes-city.com); Lobby Bar (B, 440 m, https://directindex.org/r/thelinehotel.com); Egg Tuck (B, 447 m, https://directindex.org/r/eggtuck.com); Break Room 86 (C, 487 m, https://directindex.org/r/breakroom86.com); Cafe andorra (F, 500 m, https://directindex.org/r/cafeandorra.com); H.M.S. Bounty (D, 585 m, https://directindex.org/r/thehmsbounty.com); Alchemist Coffee Project at the Pearl (C, 587 m, https://directindex.org/r/alchemistcp.com); Cafe Scent (F, 591 m, https://directindex.org/r/cafescent.net). ## 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. R Bar wasn't one of them. See who was named: https://directindex.org/city/los-angeles-cafes-bars/recommended Compared with its peers: Sites using Resy 67% (44% A or B, 2836 sites); This site 66.6%. See what an AI agent reads on this site: https://directindex.org/r/theinfatuation.com/agent-view ## Businesses like R Bar in Los Angeles cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles cafes and bars | 1405 | 46% | 23% | 66.6% | | Sites using Resy in Los Angeles cafes and bars | 36 | 66% | 44% | 66.6% | The best of the sites using Resy in Los Angeles cafes and bars: Good Clean Fun (A 100%, https://directindex.org/r/gcfwines.com); Great White (B 84.6%, https://directindex.org/r/greatwhite.cafe); Great White (B 84.6%, https://directindex.org/r/greatwhite.cafe); Great White (B 84.6%, https://directindex.org/r/greatwhite.cafe); Thunderbolt (B 83.1%, https://directindex.org/r/thunderboltla.com). With the three fixes above (Booking only through resy; robots.txt blocks GPTBot, ClaudeBot, Google-Extended; Structured data is incomplete), the score would be about 95.4%. That would be 20th of 1,405 in Los Angeles cafes and bars, up from 365th. ## The direct record What agents get for R Bar, as JSON: https://directindex.org/api/direct/theinfatuation.com - Book: none on record - Order: none on record - Menu: https://www.theinfatuation.com/miami/guides/best-miami-spice-restaurants (html_page; from the scan) - Hours: none on record - Phone: +12133877227 - Stable links that count: https://directindex.org/go/theinfatuation.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): 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 Found one hop past the home page: menu page /miami/guides/best-miami-spice-restaurants: address, telephone, booking via sevenrooms, booking via resy; booking page /san-francisco/guides/toughest-restaurant-reservations-san-francisco: booking via tock, booking via opentable. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 21.3 | 25 | | Readable | 19 | 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/theinfatuation.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/theinfatuation.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/theinfatuation.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=theinfatuation.com&force=1