# Drag Brunch at Señor Frog's - Miami Beach: Agent-Direct Score C (60%) Site: http://dragbrunch.com/ Report: https://directindex.org/r/vossevents.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.) Drag Brunch at Señor Frog's - Miami Beach is partly visible to agents. An AI assistant can open the website of Drag Brunch at Señor Frog's - Miami Beach. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly, through tixr.com. ## Direct links - Phone: +18888858677 ## What to fix first - Prices: 3 prices on the site, the middle one $2.00 ## What the site tells visitors (Measured, not scored) - **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site. In Miami, 78% of comparable sites that show a year say 2025 or later. - **3 prices on the landing page, the middle one $2.00.** In Miami, the middle price of comparable sites that show prices is $20.00. - **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. 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 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. ``` # Drag Brunch at Señor Frog's - Miami Beach > organization in 1450 Collins Ave, 33139-4113, Miami Beach, Miami cafes and bars. Phone +18888858677. ## About - Website: http://dragbrunch.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. - **Structured data present (Organization).** but without address, phone or hours ## Where it stands 270 of 823 in Miami cafes and bars. Top 33% 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: Carlton Room Cafe (C, 59 m, https://directindex.org/r/thebetsyhotel.com); Urge Miami (C, 91 m, https://directindex.org/r/urgemiami.com); The Front Porch Café (B, 98 m, https://directindex.org/r/frontporchoceandrive.com); Espanola Cigar Bar and Lounge (B, 130 m, https://directindex.org/r/espanolacigarbar.com); Sunshine Coffee (B, 133 m, https://directindex.org/r/sunshinecoffee.com); Blue Lavender Cafe (C, 138 m, https://directindex.org/r/bluelavendercafe.com); Tequila Chicas (F, 154 m, https://directindex.org/r/tequilachicas.com); Oh Mexico Ocean Drive (C, 183 m, https://directindex.org/r/ohmexicorestaurant.com); Miami Hookah Headz Smoke Shop (F, 191 m, https://directindex.org/r/hookahheadz.com); Mac's Club Deuce (C, 212 m, https://directindex.org/r/macsclubdeuce.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 built with Shopify 46% (24% A or B, 3402 sites); This site 60%. See what an AI agent reads on this site: https://directindex.org/r/vossevents.com/agent-view ## Businesses like Drag Brunch at Señor Frog's - Miami Beach 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% | 60% | | Sites built with Shopify in Miami cafes and bars | 61 | 30% | 5% | 60% | The best of the sites built with Shopify in Miami cafes and bars: Graziano's Market - Coral Gables (B 81.3%, https://directindex.org/r/grazianosgroup.com); Vice City Bean (B 78.8%, https://directindex.org/r/vicecitybean.com); BIGFACE (B 73.8%, https://directindex.org/r/bigfacebrand.com); Hookah Inn (C 63.5%, https://directindex.org/r/hookahinnmiami.com); Don Pablo Coffee (C 60%, https://directindex.org/r/donpablocoffee.com). With the three fixes above (Booking through an unrecognised third party; Structured data is incomplete; No menu or price list found) the score would be about 95.4%: 18th of 823 in Miami cafes and bars, up from 270th. ## The direct record What agents get for Drag Brunch at Señor Frog's - Miami Beach, as JSON: https://directindex.org/api/direct/vossevents.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +18888858677 ## 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 25 | | Actionable | 6 | 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/vossevents.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/vossevents.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/vossevents.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 · Rescan now: https://directindex.org/scan?url=vossevents.com&force=1