# Califlower Pizza: Agent-Direct Score C (61.5%) Site: https://www.califlowerpizza.com Report: https://directindex.org/r/califlowerpizza.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.) Califlower Pizza is partly visible to agents. An AI assistant can open Califlower Pizza's website. It can read what Califlower Pizza offers. It finds a way to book or order directly, through DoorDash Storefront. ## Direct links - Order directly: https://order.online/business/cauliflowerpizza-138470/ (through doordash_storefront acting for the business) - Menu: https://www.califlowerpizza.com/menu - Its menu mentions: vegan options ## Nearby, also direct Places near Califlower Pizza that take a booking or an order on their own website, with no marketplace in between. - Meat On Rice (10 m): https://directindex.org/r/meatonocean.com - Moonbowls (healthy Korean Bowls- Hollywood) (10 m): https://directindex.org/r/moonbowls.com - The Butcher's Son (10 m): https://directindex.org/r/thebutchersveganson.com - Kitava (10 m): https://directindex.org/r/kitava.com - Banana Blossom Bistro - Hollywood (10 m): https://directindex.org/r/bananablossombistro.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 - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. ``` # Califlower Pizza > restaurant in Los Angeles. ## Book or order directly - Order: https://order.online/business/cauliflowerpizza-138470/ (through doordash_storefront acting for the business) - Menu: https://www.califlowerpizza.com/menu ## About - Website: https://www.califlowerpizza.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. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through doordash_storefront on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 1743 of 4350 in Los Angeles. Top 40% 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% | yes | | 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 in the index: Meat On Rice (A, 13 m, https://directindex.org/r/meatonocean.com); Good Vibes (F, 13 m, https://directindex.org/r/goodvibessociety.com); Moonbowls (healthy Korean Bowls- Hollywood) (B, 13 m, https://directindex.org/r/moonbowls.com); The Butcher's Son (A, 13 m, https://directindex.org/r/thebutchersveganson.com); Kitava (A, 13 m, https://directindex.org/r/kitava.com); Boa Steakhouse Los Angeles (F, 13 m, https://directindex.org/r/shopboa.ca); Banana Blossom Bistro - Hollywood (A, 13 m, https://directindex.org/r/bananablossombistro.com); Burgers in Bed (C, 14 m, https://directindex.org/r/birdnbun.com); Buela's Breakfast Burritos (D, 14 m, https://directindex.org/r/buelasburritos.com); Naked Panda (F, 20 m, https://directindex.org/r/pandainn.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 12 everyday questions about Los Angeles and named 95 places. Califlower 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 DoorDash Storefront 71% (58% A or B, 2205 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/califlowerpizza.com/agent-view ## Businesses like Califlower Pizza in Los Angeles | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles | 4350 | 50% | 31% | 61.5% | | Sites built with Squarespace in Los Angeles | 442 | 70% | 54% | 61.5% | | Sites using DoorDash Storefront in Los Angeles | 148 | 71% | 57% | 61.5% | | Sites built with Squarespace and using DoorDash Storefront in Los Angeles | 28 | 78% | 79% | 61.5% | The best of the sites built with Squarespace and using DoorDash Storefront in Los Angeles: De La Nonna (A 93.8%, https://directindex.org/r/delanonna.com); Vicky's (A 92.3%, https://directindex.org/r/vickysallday.com); Angelini Alimentari (A 86.2%, https://directindex.org/r/angelinibeverly.com); Little Dom's (A 86.2%, https://directindex.org/r/littledoms.com); Nate n Al Delicatessen (A 86.2%, https://directindex.org/r/natenals.com). With the two fixes above (No structured data for the business; Almost no text without JavaScript), the score would be about 87.7%. That would be 451st of 4,350 in Los Angeles, up from 1743rd. ## The direct record What agents get for Califlower Pizza, as JSON: https://directindex.org/api/direct/califlowerpizza.com - Book: none on record - Order: https://order.online/business/cauliflowerpizza-138470/ (vendor on own site: DoorDash Storefront; found by the scan of 2026-10-23, not yet tested) - Menu: https://www.califlowerpizza.com/menu (html_page; from the scan) - Hours: none on record - Phone: none on record - Stable links that count: https://directindex.org/go/califlowerpizza.com/order, https://directindex.org/go/califlowerpizza.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, DoorDash Storefront: 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 | 23 | 25 | | Readable | 7 | 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/califlowerpizza.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/califlowerpizza.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/califlowerpizza.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 ยท Rescan now: https://directindex.org/scan?url=califlowerpizza.com&force=1