# Le Specialita Café & Market by Ignazio and Maggio Cipriani: Agent-Direct Score B (78.5%) Site: https://lespecialitacoconutgrove.com/ Report: https://directindex.org/r/lespecialitacoconutgrove.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.) Le Specialita Café & Market by Ignazio and Maggio Cipriani is mostly ready for agents. An AI assistant can open the website of Le Specialita Café & Market by Ignazio and Maggio Cipriani. It can read what Le Specialita Café & Market by Ignazio and Maggio Cipriani offers. To book or order, it is sent to Resy, a marketplace. ## Direct links - Order directly: https://order.toasttab.com/online/le-specialita-cafe-coconut-grove (through toast acting for the business) - Menu: https://lespecialitacoconutgrove.com/menus/ - Phone: +13056770621 ## What to fix first - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **Booking only through resy.** (+5 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 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. ``` # Le Specialita Café & Market by Ignazio and Maggio Cipriani > organization in 2653 S Bayshore Dr, 33133, Miami, Miami cafes and bars. Phone +13056770621. ## Book or order directly - Order: https://order.toasttab.com/online/le-specialita-cafe-coconut-grove (through toast acting for the business) - Menu: https://lespecialitacoconutgrove.com/menus/ ## About - Website: https://lespecialitacoconutgrove.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 - **Menu or price list is an HTML page.** Agents can read items and prices directly. - **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours. - **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. 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 114 of 823 in Miami cafes and bars. Top 14% 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 | 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: Regatta Grove (B, 342 m, https://directindex.org/r/regattagrove.com); Blonde Bistro (F, 471 m, https://directindex.org/r/blondebistro.com); Sipsip Rum Bar (C, 561 m, https://directindex.org/r/mayfairhousemiami.com); Vinos (D, 599 m, https://directindex.org/r/vinosinthegrove.com); The Grove Spot (F, 607 m, https://directindex.org/r/grovespot.com); Cafe Vidita (C, 613 m, https://directindex.org/r/cafevidita.com); Toa Cafe (F, 621 m, https://directindex.org/r/toacafe.com); Coco Cigars (F, 639 m, https://directindex.org/r/cococigars.com); Oasis Lounge and Hookah bar (C, 661 m, https://directindex.org/r/oasisloungeandhookahbar.com); Coco Gelato (D, 666 m, https://directindex.org/r/hugedomains.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); Sites using Resy 67% (46% A or B, 801 sites); Sites using Toast 72% (57% A or B, 3168 sites); This site 78.5%. See what an AI agent reads on this site: https://directindex.org/r/lespecialitacoconutgrove.com/agent-view ## Businesses like Le Specialita Café & Market by Ignazio and Maggio Cipriani 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% | 78.5% | | Sites built with WordPress in Miami cafes and bars | 187 | 60% | 35% | 78.5% | | Sites using Resy in Miami cafes and bars | 4 | 72% | 50% | 78.5% | | Sites built with WordPress and using Resy in Miami cafes and bars | 2 | 73% | 50% | 78.5% | The best of the sites using Resy in Miami cafes and bars: Fox's Lounge (A 87.7%, https://directindex.org/r/foxslounge.com); The Deck Wynwood (C 67.7%, https://directindex.org/r/thedeckwynwood.com); Miami Sound Bar (D 52.3%, https://directindex.org/r/miamisound.bar). With the two fixes above (Structured data is incomplete; Booking only through resy) the score would be about 95.4%: 18th of 823 in Miami cafes and bars, up from 114th. ## The direct record What agents get for Le Specialita Café & Market by Ignazio and Maggio Cipriani, as JSON: https://directindex.org/api/direct/lespecialitacoconutgrove.com - Book: none on record - Order: https://order.toasttab.com/online/le-specialita-cafe-coconut-grove (vendor on own site: Toast; found by the scan of 2026-10-17, not yet tested) - Menu: https://lespecialitacoconutgrove.com/menus/ (html_page; from the scan) - Hours: none on record - Phone: +13056770621 - Stable links that count: https://directindex.org/go/lespecialitacoconutgrove.com/order, https://directindex.org/go/lespecialitacoconutgrove.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 (Toast): yes - Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/ ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 16 | 25 | | Actionable | 10 | 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/lespecialitacoconutgrove.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: 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: 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/lespecialitacoconutgrove.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/lespecialitacoconutgrove.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=lespecialitacoconutgrove.com&force=1