# Panamericano Bar: Agent-Direct Score D (44.6%) Site: https://panamericanobar.com/ Report: https://directindex.org/r/panamericanobar.com Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Panamericano Bar is hard for agents to use. An AI assistant can open the website of Panamericano Bar. It finds no menu or price list, so it answers from other sites. To book or order, it is sent to OpenTable, a marketplace. ## Direct links - Phone: +13054037304 ## 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). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking only through opentable.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. 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 menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Panamericano Bar > local business in 900 S Miami Ave, 33130, Miami, Miami cafes and bars. Phone +13054037304. ## About - Website: https://panamericanobar.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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them. ## Where it stands 392 of 823 in Miami cafes and bars. Top 48% of the sites scanned in this index. | What the top tenth of the index does | Top 10% | This site | |---|---|---| | Take bookings or orders on their own domain | 100% | no | | Publish the menu or price list as HTML | 88% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes | | Structured data with address, phone and hours | 49% | no | | Have an llms.txt | 22% | no | Nearest places in the index: Candela Bar Brickell (D, 23 m, https://directindex.org/r/candelabarbrickell.com); Midtown Boba (B, 125 m, https://directindex.org/r/midtownboba.com); Prost (D, 131 m, https://directindex.org/r/prostmiami.com); Kao Smoke (D, 132 m, https://directindex.org/r/porcaogrill.com); Milky Milky (C, 145 m, https://directindex.org/r/milkymilkyicecream.com); 8Street Brickell (B, 162 m, https://directindex.org/r/8streetbrickell.com); Dom's (D, 165 m, https://directindex.org/r/domsbrickell.com); One Medical Primary Care Clinic - Brickell (F, 170 m, https://directindex.org/r/onemedical.com); Empire Social Lounge (Brickell Location) (C, 198 m, https://directindex.org/r/empiresociallounge.com); Sugar Rooftop (C, 205 m, https://directindex.org/r/easthotels.com). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Against its peers: Sites using OpenTable 65% (40% A or B, 2352 sites); This site 44.6%. See what an AI agent reads on this site: https://directindex.org/r/panamericanobar.com/agent-view ## Businesses like Panamericano Bar in Miami cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Miami cafes and bars | 823 | 44% | 22% | 44.6% | | Sites using OpenTable in Miami cafes and bars | 19 | 69% | 37% | 44.6% | The best of the sites using OpenTable in Miami cafes and bars: Union Square (A 95.4%, https://directindex.org/r/unionsquarecafe.com); Calle Ocho Sports Bar and Grill (A 92.3%, https://directindex.org/r/calle8sportsbar.com); Cafe Miami Gardens (A 87.7%, https://directindex.org/r/grandcafe.us); Essensia at The Palms Hotel & Spa (A 87.7%, https://directindex.org/r/essensiarestaurant.com); Shade Miami (B 83.1%, https://directindex.org/r/theb100m.com). With the three fixes above (No structured data for the business; Booking only through opentable; No menu or price list found) the score would be about 95.4%: 18th of 823 in Miami cafes and bars, up from 392nd. ## The direct record What agents get for Panamericano Bar, as JSON: https://directindex.org/api/direct/panamericanobar.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +13054037304 ## 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, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 1 | 25 | | Actionable | 3 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/panamericanobar.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/panamericanobar.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/panamericanobar.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=panamericanobar.com&force=1