# Pizza Studio: Agent-Direct Score C (64.6%) Site: http://pizzastudio.com/ Report: https://directindex.org/r/pizzastudio.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 Studio is partly visible to agents. An AI assistant can open Pizza Studio's website. It can read what Pizza Studio offers. It finds a way to book or order directly, through Olo. ## Direct links - Order directly: https://pizzastudio.olo.com/ (through olo acting for the business) - Menu: https://pizzastudio.com/menu.html - Its menu mentions: vegan options ## Nearby, also direct Places near Pizza Studio that take a booking or an order on their own website, with no marketplace in between. - Fusion East (330 m): https://directindex.org/r/fusioneastny.com - Red Crab (370 m): https://directindex.org/r/redcrabseafood.com - Lindenwood Diner (2.2 km): https://directindex.org/r/lindenwooddiner.com - Danny's Chinese Kitchen (2.7 km): https://directindex.org/r/dannyschinesekitchen.com - Lenny's Clam Bar & Restaurant (2.8 km): https://directindex.org/r/lennysclambar.com ## What to fix first - **No structured data for the business.** (+15 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 - **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. ``` # Pizza Studio > restaurant in New York. ## Book or order directly - Order: https://pizzastudio.olo.com/ (through olo acting for the business) - Menu: https://pizzastudio.com/menu.html ## About - Website: http://pizzastudio.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.** There's no robots.txt, which means everything is allowed. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through olo on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 3961 of 9261 in New York. Top 43% 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 | 99% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 57% | no | | Have an llms.txt | 25% | no | Nearest places in the index: Fusion East (B, 329 m, https://directindex.org/r/fusioneastny.com); Red Crab (A, 372 m, https://directindex.org/r/redcrabseafood.com); Lindenwood Diner (A, 2186 m, https://directindex.org/r/lindenwooddiner.com); Danny's Chinese Kitchen (B, 2734 m, https://directindex.org/r/dannyschinesekitchen.com); Lenny's Clam Bar & Restaurant (A, 2792 m, https://directindex.org/r/lennysclambar.com); DiVino Pizzeria (B, 2831 m, https://directindex.org/r/divinospizzeria.com); Nana’s (B, 2859 m, https://directindex.org/r/nanaseats.com); Arepalicious (A, 3111 m, https://directindex.org/r/arepalicious.com); BKLYN eats (F, 3359 m, https://directindex.org/r/bklyneats.com); Super Pollo (C, 3492 m, https://directindex.org/r/superpollo.nyc). ## 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 Studio wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended Compared with its peers: Sites using Olo 73% (70% A or B, 139 sites); This site 64.6%. See what an AI agent reads on this site: https://directindex.org/r/pizzastudio.com/agent-view ## Businesses like Pizza Studio in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York | 9261 | 53% | 36% | 64.6% | | Sites using Olo in New York | 11 | 78% | 82% | 64.6% | The best of the sites using Olo in New York: Sandwell (A 100%, https://directindex.org/r/getsandwell.com); Prince Street Pizza (A 95.4%, https://directindex.org/r/princestreetpizza.com); STK Midtown (B 81.3%, https://directindex.org/r/stksteakhouse.com); Sizzler (B 81.3%, https://directindex.org/r/sizzler.com); The Halal Guys (B 81.1%, https://directindex.org/r/thehalalguys.com). With the fix above (No structured data for the business), the score would be about 87.7%. That would be 1044th of 9,261 in New York, up from 3961st. This site appears in 2 cities (2 places on pizzastudio.com). https://directindex.org/brand/pizzastudio.com ## The direct record What agents get for Pizza Studio, as JSON: https://directindex.org/api/direct/pizzastudio.com - Book: none on record - Order: https://pizzastudio.olo.com/ (vendor on own site: Olo; found by the scan of 2026-10-23, not yet tested) - Menu: https://pizzastudio.com/menu.html (html_page; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/pizzastudio.com/order, https://directindex.org/go/pizzastudio.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, Olo: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 7 | 25 | | Actionable | 10 | 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/pizzastudio.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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/pizzastudio.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/pizzastudio.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=pizzastudio.com&force=1