# Pico Cafe: Agent-Direct Score C (63.1%) Site: http://www.KosherPicoCafe.com/ Report: https://directindex.org/r/picocafe.la 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.) Pico Cafe is partly visible to agents. An AI assistant can open Pico Cafe's website. It can read what Pico Cafe offers. It finds a way to book or order directly, through Clover. ## Direct links - Order directly: https://www.clover.com/online-ordering/pico-cafe (through clover acting for the business) - Menu: https://picocafe.la/menu - Phone: +13103859592 - Address: 8944 W Pico Blvd, 90035, Los Angeles ## Nearby, also direct Places near Pico Cafe that take a booking or an order on their own website, with no marketplace in between. - The Mint (1.5 km): https://directindex.org/r/themintla.com - Undergrind (2 km): https://directindex.org/r/undergrindcafe.com - Paper or Plastik Cafe (2 km): https://directindex.org/r/paperorplastikcafe.com - A.O.C. (2.1 km): https://directindex.org/r/aocwinebar.com ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Clover's terms ban bots and automated use, but a direct form on your own site has no such limit.** (+5 points) Clover's consumer app terms (8 June 2023, section 3.5), linked from its online ordering pages, bar any deep-link, robot, spider or other device or process to access, copy or monitor the site or app, and bar the use of buying agents; no agent programme was found. Terms read on 2026-10-15: https://www.clover.com/consumer/terms. An agent that books or orders there goes against the vendor's terms unless the vendor allows it. A form or booking page on your own domain has no such limit. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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. ``` # Pico Cafe > local business in 8944 W Pico Blvd, 90035, Los Angeles, Los Angeles cafes and bars. Phone +13103859592. ## Book or order directly - Order: https://www.clover.com/online-ordering/pico-cafe (through clover acting for the business) - Menu: https://picocafe.la/menu ## About - Website: http://www.KosherPicoCafe.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 clover on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 424 of 1376 in Los Angeles cafes and bars. Top 31% 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 | 99% | yes | | Publish the menu or price list as HTML | 90% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 41% | no | | Have an llms.txt | 34% | no | Nearest places in the index: Pat's Cafe (F, 513 m, https://directindex.org/r/patsrestaurantandcatering.com); Star Juice (D, 650 m, https://directindex.org/r/starjuiceusa.com); The Mint (C, 1462 m, https://directindex.org/r/themintla.com); Anders Juice Bar (F, 1584 m, https://directindex.org/r/andersjuicebar.com); Undergrind (D, 1983 m, https://directindex.org/r/undergrindcafe.com); Nava Rooftop Bar & Lounge (B, 2022 m, https://directindex.org/r/navarooftop.com); Good Intentions Coffee (C, 2039 m, https://directindex.org/r/goodintentionscoffee.com); Paper or Plastik Cafe (C, 2048 m, https://directindex.org/r/paperorplastikcafe.com); Obsessive Coffee Disorder (F, 2058 m, https://directindex.org/r/obsessive-coffee-disorder.com); A.O.C. (C, 2086 m, https://directindex.org/r/aocwinebar.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. Compared with its peers: Sites using Clover 69% (53% A or B, 451 sites); This site 63.1%. See what an AI agent reads on this site: https://directindex.org/r/picocafe.la/agent-view ## Businesses like Pico Cafe in Los Angeles cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles cafes and bars | 1376 | 46% | 22% | 63.1% | | Sites using Clover in Los Angeles cafes and bars | 8 | 71% | 50% | 63.1% | The best of the sites using Clover in Los Angeles cafes and bars: Basil & Cheese Cafe (B 81.5%, https://directindex.org/r/basilandcheese.com); Belgium Waffle Haus (B 76.9%, https://directindex.org/r/belgiumwafflehaus.com); Berry Bowl (B 72.3%, https://directindex.org/r/berrybowl.net); Spoke Bicycle Cafe (B 72.3%, https://directindex.org/r/spokebicyclecafe.com); Tang & Java (C 69.2%, https://directindex.org/r/tangandjava.com). With the three fixes above (No structured data for the business; Clover's terms ban bots and automated use, but a direct form on your own site has no such limit; Almost no text without JavaScript), the score would be about 95.4%. That would be 18th of 1,376 in Los Angeles cafes and bars, up from 424th. ## The direct record What agents get for Pico Cafe, as JSON: https://directindex.org/api/direct/picocafe.la - Book: none on record - Order: https://www.clover.com/online-ordering/pico-cafe (vendor on own site: Clover; found by the scan of 2026-10-23, not yet tested) - Menu: https://picocafe.la/menu (html_page; from the scan) - Hours: none on record - Phone: +13103859592 - Stable links that count: https://directindex.org/go/picocafe.la/order, https://directindex.org/go/picocafe.la/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, Clover: No. Clover's consumer app terms (8 June 2023, section 3.5), linked from its online ordering pages, bar any deep-link, robot, spider or other device or process to access, copy or monitor the site or app, and bar the use of buying agents; no agent programme was found. Read 2026-10-15: https://www.clover.com/consumer/terms Found one hop past the home page: menu page /menu: almost no text without JavaScript. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 8 | 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/picocafe.la - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - 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/picocafe.la/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/picocafe.la/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=picocafe.la&force=1