# Superfine Pizza: Agent-Direct Score B (73.8%) Site: https://www.superfinepizza.com/ Report: https://directindex.org/r/superfinepizza.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Superfine Pizza is mostly ready for agents. An AI assistant can open Superfine Pizza's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to OpenTable, a marketplace. ## Direct links - Order directly: https://order.toasttab.com/online/rossoblu (through toast acting for the business) - Phone: +13236985677 - Address: 1101 S San Pedro St, 90015-2464, Los Angeles ## Nearby, also direct Places near Superfine Pizza that take a booking or an order on their own website, with no marketplace in between. - Pizzeria Republica (790 m): https://directindex.org/r/pizzeriarepublica.com - pizza xpress (860 m): https://directindex.org/r/themenustar1.com - Two Boots (880 m): https://directindex.org/r/twoboots.com - La Pizza Loca (1.3 km): https://directindex.org/r/lapizzaloca.com ## What to fix first - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **Booking only through opentable.** (+5 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+2 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant - **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Superfine Pizza > local business (pizza) in 1101 S San Pedro St, 90015-2464, Los Angeles, Los Angeles. Phone +13236985677. ## Book or order directly - Order: https://order.toasttab.com/online/rossoblu (through toast acting for the business) ## About - Website: https://www.superfinepizza.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 main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (LocalBusiness).** address, opening hours - **Ordering through toast on your own domain.** There's no marketplace commission, and the customer 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. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 1069 of 4350 in Los Angeles. Top 25% of the sites scanned in this index. | What the top 10% 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 | 95% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes | | Structured data with address, phone and hours | 59% | no | | Have an llms.txt | 37% | no | Nearest places with a similar menu: Pizzeria Republica (A, 790 m, https://directindex.org/r/pizzeriarepublica.com); pizza xpress (C, 861 m, https://directindex.org/r/themenustar1.com); Two Boots (B, 878 m, https://directindex.org/r/twoboots.com); Noble Roman's (D, 1064 m, https://directindex.org/r/nobleromans.com); La Pizza Loca (C, 1344 m, https://directindex.org/r/lapizzaloca.com); Prufrock Pizzaria (B, 1380 m, https://directindex.org/r/regentdtla.com); Los Angeles New York Pizza (F, 1455 m, https://directindex.org/r/lanypizza.com); Hill Street Pizza (F, 1506 m, https://directindex.org/r/hillstreetpizza.com); Pizza Next Door (D, 1513 m, https://directindex.org/r/weebly.com); Vito’s Pizza (F, 1515 m, https://directindex.org/r/vito.pizza). ## What assistants answer The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included. The assistants were asked 12 everyday questions about Los Angeles and named 95 places. Superfine Pizza wasn't one of them. See who was named: https://directindex.org/city/los-angeles/recommended Compared with its peers: Sites built with Squarespace 61% (42% A or B, 29454 sites); Sites using OpenTable 69% (51% A or B, 5719 sites); Sites using Toast 73% (61% A or B, 5253 sites); This site 73.8%. See what an AI agent reads on this site: https://directindex.org/r/superfinepizza.com/agent-view ## Businesses like Superfine Pizza in Los Angeles | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles | 4350 | 50% | 31% | 73.8% | | Sites built with Squarespace in Los Angeles | 442 | 70% | 54% | 73.8% | | Sites using OpenTable in Los Angeles | 144 | 71% | 56% | 73.8% | | Sites built with Squarespace and using OpenTable in Los Angeles | 26 | 72% | 50% | 73.8% | The best of the sites built with Squarespace and using OpenTable in Los Angeles: Salina (A 100%, https://directindex.org/r/salina.la); All Roads (A 93.8%, https://directindex.org/r/allroadspinseria.com); Budonoki (A 92.3%, https://directindex.org/r/budonoki.la); Red Herring (A 92.3%, https://directindex.org/r/redherringla.com); Zaya DTLA (A 92.3%, https://directindex.org/r/zaya.la). With the three fixes above (No menu or price list found; Booking only through opentable; Structured data is incomplete), the score would be about 95.4%. That would be 115th of 4,350 in Los Angeles, up from 1069th. ## The direct record What agents get for Superfine Pizza, as JSON: https://directindex.org/api/direct/superfinepizza.com - Book: none on record - Order: https://order.toasttab.com/online/rossoblu (vendor on own site: Toast; found by the scan of 2026-10-23, not yet tested) - Menu: none on record - Hours: none on record - Phone: +13236985677 - Stable links that count: https://directindex.org/go/superfinepizza.com/order ## 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 | 13 | 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/superfinepizza.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: yes Keep watching this business (https://directindex.org/r/superfinepizza.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/superfinepizza.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. 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=superfinepizza.com&force=1