# Blackbird Coffee & Energy: Agent-Direct Score C (64.6%) Site: http://Www.Blackbirdcoffeeco.com/ Report: https://directindex.org/r/blackbirdcoffeeco.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.) Blackbird Coffee & Energy is partly visible to agents. An AI assistant can open the website of Blackbird Coffee & Energy. It can read what Blackbird Coffee & Energy offers. It finds a way to book or order directly, through Toast. ## Direct links - Order directly: https://order.toasttab.com/online/blackbird-coffee-energy-14200-biscayne-blvd (through toast acting for the business) - Menu: https://www.blackbirdcoffeeco.com/Menu.html - Phone: +13059524955 ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). 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 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. ``` # Blackbird Coffee & Energy > local business in 14200 Biscayne Blvd, 33181, North Miami Beach, Miami cafes and bars. Phone +13059524955. ## Book or order directly - Order: https://order.toasttab.com/online/blackbird-coffee-energy-14200-biscayne-blvd (through toast acting for the business) - Menu: https://www.blackbirdcoffeeco.com/Menu.html ## About - Website: http://Www.Blackbirdcoffeeco.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.** There is no robots.txt, which allows everything. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **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 216 of 823 in Miami cafes and bars. Top 26% 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: La Birra Bar (C, 681 m, https://directindex.org/r/labirrabar.com); Goji Juicery And Kitchen (D, 705 m, https://directindex.org/r/hugedomains.com); Playa Bowls (B, 709 m, https://directindex.org/r/playabowls.com); Juice And Java NMB (D, 959 m, https://directindex.org/r/juiceandjava.com); Alaska Coffee Roasting (C, 1244 m, https://directindex.org/r/acrcmiami.com); Juan Valdez Café (C, 1940 m, https://directindex.org/r/juanvaldez.com); 4 Ever Healthy Nutrition Center (F, 2113 m, https://directindex.org/r/flow.page); The Room Cafe and Bar (F, 2116 m, https://directindex.org/r/placeweb.site); Los Leones (A, 2255 m, https://directindex.org/r/losleonestogo.com); Grab & Go (F, 2387 m, https://directindex.org/r/funcorp.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 using Toast 72% (57% A or B, 3168 sites); This site 64.6%. See what an AI agent reads on this site: https://directindex.org/r/blackbirdcoffeeco.com/agent-view ## Businesses like Blackbird Coffee & Energy 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% | 64.6% | | Sites using Toast in Miami cafes and bars | 42 | 71% | 57% | 64.6% | The best of the sites using Toast in Miami cafes and bars: Ghee Indian Kitchen (A 100%, https://directindex.org/r/gheeindiankitchen.com); Norman's Tavern (A 100%, https://directindex.org/r/normans.biz); Threefold Cafe Brickell (A 100%, https://directindex.org/r/threefoldcafe.com); Cafe Americano (A 95.4%, https://directindex.org/r/cafeamericano.com); Miri's Cafe (A 95.4%, https://directindex.org/r/miriscafe.com). With the fix above (No structured data for the business) the score would be about 87.7%: 52nd of 823 in Miami cafes and bars, up from 216th. ## The direct record What agents get for Blackbird Coffee & Energy, as JSON: https://directindex.org/api/direct/blackbirdcoffeeco.com - Book: none on record - Order: https://order.toasttab.com/online/blackbird-coffee-energy-14200-biscayne-blvd (vendor on own site: Toast; found by the scan of 2026-10-17, not yet tested) - Menu: https://www.blackbirdcoffeeco.com/Menu.html (html_page; from the scan) - Hours: none on record - Phone: +13059524955 - Stable links that count: https://directindex.org/go/blackbirdcoffeeco.com/order, https://directindex.org/go/blackbirdcoffeeco.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/ Found one hop past the home page: contact page /Location.html: ordering via toast. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 7 | 25 | | Actionable | 10 | 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/blackbirdcoffeeco.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: 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: 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/blackbirdcoffeeco.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/blackbirdcoffeeco.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=blackbirdcoffeeco.com&force=1