# Sunny Side Cafe & Eatery: Agent-Direct Score D (50.8%) Site: https://sunnysidemiami.com Report: https://directindex.org/r/sunnysidemiami.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.) Sunny Side Cafe & Eatery is hard for agents to use. An AI assistant can open the website of Sunny Side Cafe & Eatery. What Sunny Side Cafe & Eatery offers is in a PDF or an image, which assistants read poorly. To book or order, it is sent to Uber Eats, a marketplace. ## Direct links - Menu: https://sunnysidemiami.com/wp-content/uploads/2025/07/Sunny-Side-Lamination-Miami-Beach.pdf - Phone: (561) 897-9925 ## 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 - **Ordering only through ubereats.** (+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/online-ordering-without-delivery-apps - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. 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 - **The phone on the site is not the one the open data lists.** The site shows +17862167056; OpenStreetMap or Overture Maps lists (561) 897-9925. An assistant that sees two different numbers does not know which to trust. Correct the wrong one: the site, or the map data at openstreetmap.org. ## 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. ``` # Sunny Side Cafe & Eatery > local business (breakfast and brunch) in 232 5th St, 33139, Miami Beach, Miami. Phone (561) 897-9925. ## Book or order directly - Menu: https://sunnysidemiami.com/wp-content/uploads/2025/07/Sunny-Side-Lamination-Miami-Beach.pdf ## About - Website: https://sunnysidemiami.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. - **Uber Eats works with agents through its partners.** Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en. 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 1720 of 2979 in Miami. Top 58% 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 | 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: De Lucia Bakery (F, 186 m, https://directindex.org/r/deluciabakery.com); Fortune Cookies (A, 230 m, https://directindex.org/r/fortunecookiesmiamibeach.com); Artevents Miami (F, 264 m, https://directindex.org/r/arteventsmiami.com); Queen Miami Beach (A, 282 m, https://directindex.org/r/queenmiamibeach.com); Komma Mediterranean (B, 285 m, https://directindex.org/r/athenasouthbeach.com); Casa Amore - Best Italian restaurant South Beach (B, 337 m, https://directindex.org/r/casaamoremiami.com); La Locanda (F, 339 m, https://directindex.org/r/lalocandamiami.com); Izzy's Fish & Oyster (F, 341 m, https://directindex.org/r/izzysmiami.com); Casa Matilda - Restaurant & Lounge (B, 343 m, https://directindex.org/r/casamatildasteakhouse.com); Esquina Cubana | Cuban Restaurant Miami Beach (C, 380 m, https://directindex.org/r/esquinacubana.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; Sunny Side Cafe & Eatery 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); Sites using Uber Eats 62% (33% A or B, 1135 sites); This site 50.8%. See what an AI agent reads on this site: https://directindex.org/r/sunnysidemiami.com/agent-view ## Businesses like Sunny Side Cafe & Eatery in Miami | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Miami | 2979 | 54% | 35% | 50.8% | | Sites built with WordPress in Miami | 748 | 63% | 43% | 50.8% | | Sites using Uber Eats in Miami | 55 | 63% | 33% | 50.8% | | Sites built with WordPress and using Uber Eats in Miami | 23 | 58% | 13% | 50.8% | The best of the sites built with WordPress and using Uber Eats in Miami: El Guacalito Restaurant (B 84.6%, https://directindex.org/r/elguacalitorestaurant.com); La Vie Belle Café & Cuisine Miami Beach (B 80%, https://directindex.org/r/laviebellemiami.com); Mama Pizza & Coffee Shop (B 76.9%, https://directindex.org/r/kosherpizzaaventurafl.com); Metropol Restaurant & Bar (C 67.7%, https://directindex.org/r/metropolrestaurant.com); Sanguish (C 67.7%, https://directindex.org/r/sanguish.us). With the three fixes above (No structured data for the business; Ordering only through ubereats; Menu or price list is a PDF) the score would be about 95.4%: 132nd of 2,979 in Miami, up from 1720th. ## The direct record What agents get for Sunny Side Cafe & Eatery, as JSON: https://directindex.org/api/direct/sunnysidemiami.com - Book: none on record - Order: none on record - Menu: https://sunnysidemiami.com/wp-content/uploads/2025/07/Sunny-Side-Lamination-Miami-Beach.pdf (pdf; from the scan) - Hours: none on record - Phone: (561) 897-9925 - Stable links that count: https://directindex.org/go/sunnysidemiami.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, Uber Eats: Through partners. Uber's US terms of use (12 October 2026) bar scripts that burden the services and any use to build software or train AI; its Claude and ChatGPT integrations only browse menus, with checkout in the Uber Eats app. Read 2026-10-15: https://www.uber.com/legal/en/document/?name=general-terms-of-use&country=united-states&lang=en ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 5 | 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/sunnysidemiami.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/sunnysidemiami.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/sunnysidemiami.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=sunnysidemiami.com&force=1