# Empire Lounge & Pizzeria: Agent-Direct Score B (72.3%) Site: https://www.empireloungepizzeria.com Report: https://directindex.org/r/empireloungepizzeria.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.) Empire Lounge & Pizzeria is mostly ready for agents. An AI assistant can open the website of Empire Lounge & Pizzeria. It can read what Empire Lounge & Pizzeria offers. To book or order, it is sent to Grubhub, a marketplace. ## Direct links - Menu: http://www.empireloungepizzeria.com/menu - Phone: 17869074905 ## What to fix first - Prices: 5 prices on the site, the middle one $12.99 ## What the site tells visitors (Measured, not scored) - **5 prices on the landing page, the middle one $12.99.** In Miami, the middle price of comparable sites that show prices is $15.45. - **Ordering only through grubhub.** (+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 - **No working HTTPS.** (+3 points) The page is only served over plain http. Agents and browsers downrank or refuse it. - **Structured data is incomplete.** (+3 points) Missing: opening hours. 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 - **The phone on the site is not the one the open data lists.** The site shows +13056621331; OpenStreetMap or Overture Maps lists 17869074905. 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. ``` # Empire Lounge & Pizzeria > restaurant (pizza) in 5920 S Dixie Hwy, 33143-5128, South Miami, Miami. Phone 17869074905. ## Book or order directly - Menu: http://www.empireloungepizzeria.com/menu ## About - Website: https://www.empireloungepizzeria.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).** address, phone - **Menu or price list is an HTML page.** Agents can read items and prices directly. - **Grubhub works with agents through its partners.** Grubhub's terms of use (17 December 2024) bar access with any robot, spider, crawler or automated process; since June 2026 Alexa+ users can browse, build an order and check out through Grubhub by voice. Read 2026-10-15: https://www.grubhub.com/legal/terms-of-use. 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 930 of 2979 in Miami. Top 31% 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% | yes | | 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 with a similar menu: Blu La Pizzeria Delsole (F, 51 m, https://directindex.org/r/blupizzeria.com); Miami's Best Pizza (F, 972 m, https://directindex.org/r/miamisbestpizza.com); Harry's Pizzeria - Downtown Dadeland (C, 2956 m, https://directindex.org/r/harryspizzeria.com); Eleventh Street Pizza – Dadeland (C, 3009 m, https://directindex.org/r/eleventhstreetpizza.com); Little Caesars (F, 3329 m, https://directindex.org/r/littlecaesars.com); Papa John's (A, 3565 m, https://directindex.org/r/papajohns.com); Papa John's South Florida (C, 4400 m, https://directindex.org/r/papajohnsfundraising.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; Empire Lounge & Pizzeria was not among them. See who was named: https://directindex.org/city/miami/recommended Against its peers: Sites using Grubhub 65% (44% A or B, 176 sites); This site 72.3%. See what an AI agent reads on this site: https://directindex.org/r/empireloungepizzeria.com/agent-view ## Businesses like Empire Lounge & Pizzeria in Miami | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Miami | 2979 | 54% | 35% | 72.3% | | Sites using Grubhub in Miami | 14 | 64% | 50% | 72.3% | The best of the sites using Grubhub in Miami: Ole Ole Steak House (A 90.8%, https://directindex.org/r/oleolesteakhouse.com); Milano Pizza Cafe (A 85.1%, https://directindex.org/r/pizzarusticasunnyisles.net); Fidele Seafood Restaurant (B 75.4%, https://directindex.org/r/allmenus.com); Comida Con Sabor (B 72.3%, https://directindex.org/r/comidaconsabormiami.com); Don Burrito (B 72.3%, https://directindex.org/r/donburritomiami.net). With the three fixes above (Ordering only through grubhub; No working HTTPS; Structured data is incomplete) the score would be about 100%: first of 2,979 in Miami. ## The direct record What agents get for Empire Lounge & Pizzeria, as JSON: https://directindex.org/api/direct/empireloungepizzeria.com - Book: none on record - Order: none on record - Menu: http://www.empireloungepizzeria.com/menu (html_page; from the scan) - Hours: none on record - Phone: 17869074905 - Stable links that count: https://directindex.org/go/empireloungepizzeria.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, Grubhub: Through partners. Grubhub's terms of use (17 December 2024) bar access with any robot, spider, crawler or automated process; since June 2026 Alexa+ users can browse, build an order and check out through Grubhub by voice. Read 2026-10-15: https://www.grubhub.com/legal/terms-of-use Found one hop past the home page: menu page /menu: 174 menu items in JSON-LD. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 22 | 25 | | Readable | 22 | 25 | | Actionable | 3 | 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/empireloungepizzeria.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: 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: yes Keep watching this business (https://directindex.org/r/empireloungepizzeria.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/empireloungepizzeria.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=empireloungepizzeria.com&force=1