# Pizza Classica: Agent-Direct Score F (38.9%) Site: http://www.pizzaclassicany.com/ Report: https://directindex.org/r/pizzaclassicany.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.) Pizza Classica is largely invisible to agents. Some AI assistants are turned away by Pizza Classica's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through pizzaclassica.pdqonlineordering.com. ## Direct links - Phone: (718)847-5001 ## Nearby, also direct Places near Pizza Classica that take a booking or an order on their own website, with no marketplace in between. - Trattoria Bambino's Pizza (1.1 km): https://directindex.org/r/bambinoridgewood.com - Austin Street Pizza (1.8 km): https://directindex.org/r/austinstreetpizza.com ## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **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 - **The server turns AI crawlers away at the door.** (+6.7 points) Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **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 ## What the site tells visitors (Measured, not scored) - **The footer says © 2020.** Visitors and assistants may read that year as the last time anyone looked after the site. In New York, 76% of comparable sites that show a year say 2025 or later. ## 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. ``` # Pizza Classica > fast food restaurant (pizza) in New York. Phone (718)847-5001. ## About - Website: http://www.pizzaclassicany.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. ## Where it stands 7036 of 11000 in New York. Top 64% 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% | no | | Publish the menu or price list as HTML | 95% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | no | | Structured data with address, phone and hours | 59% | no | | Have an llms.txt | 25% | no | Nearest places with a similar menu: Leone's Pizzeria (D, 902 m, https://directindex.org/r/leonespizzeriany.com); Dee's Wood Fired Pizza & Kitchen (B, 927 m, https://directindex.org/r/deesnyc.com); Trattoria Bambino's Pizza (A, 1131 m, https://directindex.org/r/bambinoridgewood.com); Lillian (F, 1157 m, https://directindex.org/r/lillianpizzeriamenu.com); Joe's Pizza (Woodhaven NY) (B, 1486 m, https://directindex.org/r/joespizzawoodhaven.com); Prima Pizza (B, 1493 m, https://directindex.org/r/primapizzaofwoodhaven.com); Sal's Pizzeria (B, 1603 m, https://directindex.org/r/salspizzeriaofwoodhaven.com); Forest Hills Pizzeria (C, 1639 m, https://directindex.org/r/fhpizzeria.com); Forest Park Pizza (F, 1647 m, https://directindex.org/r/nycgovparks.org); Austin Street Pizza (C, 1778 m, https://directindex.org/r/austinstreetpizza.com). ## 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 13 everyday questions about New York and named 69 places. Pizza Classica wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 38.9%. See what an AI agent reads on this site: https://directindex.org/r/pizzaclassicany.com/agent-view ## Businesses like Pizza Classica in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York | 11000 | 52% | 34% | 38.9% | | Sites built with WordPress in New York | 1841 | 61% | 37% | 38.9% | The best of the sites built with WordPress in New York: Aquarelle seafood & mediterranean east village restaurant NYC (A 100%, https://directindex.org/r/aquarellenyc.com); Bango Bowls (A 100%, https://directindex.org/r/bangobowls.com); Benihana - New York West (A 100%, https://directindex.org/r/benihana.com); Boulevard Pizza (A 100%, https://directindex.org/r/boulevardpizza.com); China King (A 100%, https://directindex.org/r/chinakingnc.com). With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; No menu or price list found), the score would be about 85.1%. That would be 1529th of 11,000 in New York, up from 7036th. ## The direct record What agents get for Pizza Classica, as JSON: https://directindex.org/api/direct/pizzaclassicany.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: (718)847-5001 ## 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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 18.3 | 25 | | Readable | 1 | 25 | | Actionable | 6 | 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/pizzaclassicany.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/pizzaclassicany.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/pizzaclassicany.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=pizzaclassicany.com&force=1