# Mamma Mia 2: Agent-Direct Score C (61.5%) Site: http://mammamiapizza2.com/ Report: https://directindex.org/r/mammamiapizza2.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.) Mamma Mia 2 is partly visible to agents. An AI assistant can open the website of Mamma Mia 2. What Mamma Mia 2 offers is in a PDF or an image, which assistants read poorly. To book or order, it is sent to Resy, a marketplace. ## Direct links - Order directly: https://www.toasttab.com/mamma-mia2 (through toast acting for the business) - Menu: https://mammamiapizza2.com/wp-content/uploads/2026/10/Wine-List-2026.pdf - Phone: +13052483133 ## 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 - **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 - **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 ## 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. ``` # Mamma Mia 2 > local business (italian) in 538 Washington Ave, 33030-6053, Homestead, Miami. Phone +13052483133. ## Book or order directly - Order: https://www.toasttab.com/mamma-mia2 (through toast acting for the business) - Menu: https://mammamiapizza2.com/wp-content/uploads/2026/10/Wine-List-2026.pdf ## About - Website: http://mammamiapizza2.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. - **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 1349 of 2979 in Miami. Top 45% 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 | 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: La Pasadita (D, 138 m, https://directindex.org/r/pasadita.com); Royal Palm Grill (C, 274 m, https://directindex.org/r/royalpalmhomestead.com); El Aguila Inc (C, 292 m, https://directindex.org/r/elaquila.com); Casita Tejas Mexican Restaurant (C, 520 m, https://directindex.org/r/casitatejas.com); JJ's Cuisine (A, 665 m, https://directindex.org/r/jjscuisine.com); Suvi Thai & Sushi (A, 723 m, https://directindex.org/r/suvimiami.com); Romano's Pizza (F, 766 m, https://directindex.org/r/expireddomains.com); Sam's Country Kitchen (D, 893 m, https://directindex.org/r/samscountrykitchen.com); Flagler Restaurant (C, 1016 m, https://directindex.org/r/flaglerrestaurant.com); Nikko (B, 1323 m, https://directindex.org/r/nikkohomestead.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; Mamma Mia 2 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 Resy 67% (46% A or B, 801 sites); Sites using Toast 72% (57% A or B, 3168 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/mammamiapizza2.com/agent-view ## Businesses like Mamma Mia 2 in Miami | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Miami | 2979 | 54% | 35% | 61.5% | | Sites built with WordPress in Miami | 748 | 63% | 43% | 61.5% | | Sites using Resy in Miami | 42 | 66% | 43% | 61.5% | | Sites built with WordPress and using Resy in Miami | 15 | 64% | 33% | 61.5% | The best of the sites built with WordPress and using Resy in Miami: Daniel's Miami (A 92.3%, https://directindex.org/r/danielssteak.com); Layali Miami (A 87.7%, https://directindex.org/r/layalimiami.com); Pastis (B 76.9%, https://directindex.org/r/pastismiami.com); The Fatty Crab (B 74.3%, https://directindex.org/r/thefattycrab.com); The Wagyu Bar (B 71.8%, https://directindex.org/r/thewagyubar.com). With the three fixes above (No structured data for the business; Booking only through resy; Menu or price list is a PDF) the score would be about 95.4%: 132nd of 2,979 in Miami, up from 1349th. ## The direct record What agents get for Mamma Mia 2, as JSON: https://directindex.org/api/direct/mammamiapizza2.com - Book: none on record - Order: https://www.toasttab.com/mamma-mia2 (vendor on own site: Toast; found by the scan of 2026-10-17, not yet tested) - Menu: https://mammamiapizza2.com/wp-content/uploads/2026/10/Wine-List-2026.pdf (pdf; from the scan) - Hours: none on record - Phone: +13052483133 - Stable links that count: https://directindex.org/go/mammamiapizza2.com/order, https://directindex.org/go/mammamiapizza2.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 | 5 | 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/mammamiapizza2.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/mammamiapizza2.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/mammamiapizza2.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=mammamiapizza2.com&force=1