# Frank's Pizzeria & Restaurant: Agent-Direct Score D (53.8%) Site: https://frankspizzerianj.com/ Report: https://directindex.org/r/frankspizzerianj.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Frank's Pizzeria & Restaurant is hard for agents to use. An AI assistant can open the website of Frank's Pizzeria & Restaurant. It can read what Frank's Pizzeria & Restaurant offers. It finds no link to book or order online, only a phone number. ## Direct links - Menu: https://www.frankspizzerianj.com/menu.html - Phone: +1-973-482-8891 ## 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 - **No booking or ordering link on the website.** (+13 points) Only a phone number or WhatsApp, which agents cannot use yet. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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. ``` # Frank's Pizzeria & Restaurant > restaurant (pizza) in Bloomfield Avenue 161 07104 Newark, New York. Phone +1-973-482-8891. ## Book or order directly - Menu: https://www.frankspizzerianj.com/menu.html ## About - Website: https://frankspizzerianj.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. - **Menu or price list is an HTML page.** Agents can read items and prices directly. ## Where it stands 2263 of 3788 in New York. Top 60% 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 | 99% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes | | Structured data with address, phone and hours | 48% | no | | Have an llms.txt | 14% | no | Nearest places in the index: CHIMI CAFE (D, 319 m, https://directindex.org/r/chimicafe.com); El Cafetal (D, 855 m, https://directindex.org/r/elcafetalnw.com); Las Canastillas (A, 1061 m, https://directindex.org/r/restaurantesalvadorenonj.com); Tops Diner (B, 1383 m, https://directindex.org/r/thetopsdiner.com); Giovanni Pizza & Grill (B, 1654 m, https://directindex.org/r/giovannipizzamenu.com); Q'tal Bar and Grill (C, 1664 m, https://directindex.org/r/qtalbarandgrill.com); Sihana Bistro (A, 2179 m, https://directindex.org/r/sihanabistro.com); GUACADO Mexican Grill (C, 2188 m, https://directindex.org/r/guacadomexican.com); Jimmy John's (F, 2226 m, https://directindex.org/r/jimmyjohns.com); Antojos Colombianos (F, 2333 m, https://directindex.org/r/antojos.co). ## 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. See what an AI agent reads on this site: https://directindex.org/r/frankspizzerianj.com/agent-view ## Businesses like Frank's Pizzeria & Restaurant in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York | 3788 | 55% | 41% | 53.8% | The best of the businesses of the same kind in New York: Akdeniz (A 100%, https://directindex.org/r/akdeniz46.com); Amelie Wine Bar (A 100%, https://directindex.org/r/ameliewinebar.com); Angelina's (A 100%, https://directindex.org/r/angelinasristorante.com); Antoya Korean BBQ (A 100%, https://directindex.org/r/anto.com); Betty (A 100%, https://directindex.org/r/bettynewyork.com). With the two fixes above (No structured data for the business; No booking or ordering link on the website) the score would be about 95.4%: 65th of 3,788 in New York, up from 2263rd. ## The direct record What agents get for Frank's Pizzeria & Restaurant, as JSON: https://directindex.org/api/direct/frankspizzerianj.com - Book: none on record - Order: none on record - Menu: https://www.frankspizzerianj.com/menu.html (html_page; from the scan) - Hours: none on record - Phone: +1-973-482-8891 - Stable links that count: https://directindex.org/go/frankspizzerianj.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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 25 | | Actionable | 2 | 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/frankspizzerianj.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/frankspizzerianj.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/frankspizzerianj.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=frankspizzerianj.com&force=1