# The Listening Room Wynwood: Agent-Direct Score C (63.1%) Site: http://www.listeningroomwynwood.com/ Report: https://directindex.org/r/thelisteningexchange.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.) The Listening Room Wynwood is partly visible to agents. An AI assistant can open the website of The Listening Room Wynwood. It finds no menu or price list, so it answers from other sites. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://thelisteningexchange.com/booking/ (on the business's own site) - Phone: +17862642945 ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). 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 - **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. ``` # The Listening Room Wynwood > local business in 95 NW 23rd St, 33127-4492, Miami, Miami. Phone +17862642945. ## Book or order directly - Book: https://thelisteningexchange.com/booking/ (on the business's own site) ## About - Website: http://www.listeningroomwynwood.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. - **Booking on your own site.** Agents can book without a marketplace in the loop. ## Where it stands 1284 of 2979 in Miami. Top 43% 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% | yes | | Publish the menu or price list as HTML | 97% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes | | Structured data with address, phone and hours | 68% | no | | Have an llms.txt | 44% | no | Nearest places in the index: Ooh Raw (F, 71 m, https://directindex.org/r/oohraw.com); Three (A, 77 m, https://directindex.org/r/threewynwood.com); Wayan Miami (F, 89 m, https://directindex.org/r/wayan-restaurants.com); Lotus + Cleaver (C, 126 m, https://directindex.org/r/lotusandcleaver.com); 1-800-Lucky (B, 127 m, https://directindex.org/r/1800lucky.com); Pilo's Street Tacos (F, 137 m, https://directindex.org/r/pilostacos.com); Nostimo Greek Kitchen (A, 137 m, https://directindex.org/r/eatnostimo.com); Boketto (B, 144 m, https://directindex.org/r/boketto.com); Sushi By Bou - Wynwood Miami (B, 150 m, https://directindex.org/r/sushibybou.com); G.L.O.W. (F, 152 m, https://directindex.org/r/glowforgood.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. Asked 12 everyday questions about Miami, the assistants named 65 places; The Listening Room Wynwood was not among them. See who was named: https://directindex.org/city/miami/recommended Against its peers: Sites built with WordPress 58% (30% A or B, 68857 sites); This site 63.1%. See what an AI agent reads on this site: https://directindex.org/r/thelisteningexchange.com/agent-view ## Businesses like The Listening Room Wynwood in Miami | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Miami | 2979 | 54% | 35% | 63.1% | | Sites built with WordPress in Miami | 748 | 63% | 43% | 63.1% | The best of the sites built with WordPress in Miami: Barstool Bites (A 100%, https://directindex.org/r/seasideonthepier.com); Cèrto Italian Restaurant & Private Events (A 100%, https://directindex.org/r/certomiami.com); Felice Brickell (A 100%, https://directindex.org/r/felicerestaurants.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Foozo Artisan Pizza (A 100%, https://directindex.org/r/eatfoozo.com). With the two fixes above (No structured data for the business; No menu or price list found) the score would be about 95.4%: 132nd of 2,979 in Miami, up from 1284th. ## The direct record What agents get for The Listening Room Wynwood, as JSON: https://directindex.org/api/direct/thelisteningexchange.com - Book: https://thelisteningexchange.com/booking/ (own site; found by the scan of 2026-10-17, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: +17862642945 - Stable links that count: https://directindex.org/go/thelisteningexchange.com/book ## 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 | 1 | 25 | | Actionable | 15 | 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/thelisteningexchange.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/thelisteningexchange.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/thelisteningexchange.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=thelisteningexchange.com&force=1