# Seasons Cafe Miami Beach: Agent-Direct Score B (75.4%) Site: https://seasonscafemiami.com Report: https://directindex.org/r/seasonscafemiami.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.) Seasons Cafe Miami Beach is mostly ready for agents. An AI assistant can open the website of Seasons Cafe Miami Beach. It can read what Seasons Cafe Miami Beach offers. It finds a way to book or order directly, through getsauce.com. ## Direct links - Menu: https://www.seasonscafemiami.com/menu-21st-street-location/ - Phone: +17862979989 ## What to fix first - Prices: 33 prices on the site, the middle one $13.00 ## What the site tells visitors (Measured, not scored) - **33 prices on the landing page, the middle one $13.00.** In Miami, the middle price of comparable sites that show prices is $20.00. - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **Structured data is incomplete.** (+4 points) Missing: address, telephone. Guide: https://directindex.org/guides/structured-data-restaurant - **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. ``` # Seasons Cafe Miami Beach > restaurant in 318 21st St, 33139, Miami Beach, Miami cafes and bars. Phone +17862979989. ## Book or order directly - Menu: https://www.seasonscafemiami.com/menu-21st-street-location/ ## About - Website: https://seasonscafemiami.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 (Restaurant).** opening hours - **Menu or price list is an HTML page.** Agents can read items and prices directly. ## Where it stands 133 of 823 in Miami cafes and bars. Top 16% 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% | yes | | 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: Sweet Liberty Drinks & Supply (C, 85 m, https://directindex.org/r/mysweetliberty.com); Sora Rooftop Bar (C, 169 m, https://directindex.org/r/greystonehotel.com); Mokai Lounge (D, 285 m, https://directindex.org/r/mokaimiami.com); SkyBar At Shore Club South Beach (D, 286 m, https://directindex.org/r/mondrianhotels.com); Little Torch (A, 347 m, https://directindex.org/r/shelborne.com); Salon du Cafe (F, 462 m, https://directindex.org/r/salonducafemiami.com); 1 Hotel South Beach Rooftop & Lounge Bar (B, 482 m, https://directindex.org/r/1hotels.com); Medium Cool Cocktail Lounge (F, 504 m, https://directindex.org/r/miamicocktailclass.com); Bar 1939 (C, 550 m, https://directindex.org/r/moodynational.com); Water Lion Wine and Alchemy (D, 573 m, https://directindex.org/r/abbediaz.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 WordPress 58% (30% A or B, 68857 sites); This site 75.4%. See what an AI agent reads on this site: https://directindex.org/r/seasonscafemiami.com/agent-view ## Businesses like Seasons Cafe 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% | 75.4% | | Sites built with WordPress in Miami cafes and bars | 187 | 60% | 35% | 75.4% | The best of the sites built with WordPress in Miami cafes and bars: Bottled Blonde Miami (A 100%, https://directindex.org/r/bottledblondescottsdale.com); Healthy & Happy Cafe (A 100%, https://directindex.org/r/healthyandhappycafe.com); Hookah bar at Kanoli (A 100%, https://directindex.org/r/puff-hookah.com); Marion Miami (A 100%, https://directindex.org/r/marionmiami.com); The Avalon Miami (A 100%, https://directindex.org/r/theavalonmiami.com). With the two fixes above (Ordering through an unrecognised third party; Structured data is incomplete) the score would be about 95.4%: 18th of 823 in Miami cafes and bars, up from 133rd. ## The direct record What agents get for Seasons Cafe Miami Beach, as JSON: https://directindex.org/api/direct/seasonscafemiami.com - Book: none on record - Order: none on record - Menu: https://www.seasonscafemiami.com/menu-21st-street-location/ (html_page; from the scan) - Hours: none on record - Phone: +17862979989 - Stable links that count: https://directindex.org/go/seasonscafemiami.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 18 | 25 | | Actionable | 6 | 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/seasonscafemiami.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: yes - Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md) - Markdown on Accept: text/markdown: yes - 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: yes - OAuth protected resource metadata: yes - 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/seasonscafemiami.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/seasonscafemiami.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=seasonscafemiami.com&force=1