# PIP Coffee and Clay: Agent-Direct Score D (50.8%) Site: http://pipcoffeeclay.com/ Report: https://directindex.org/r/pipcoffeeclay.com Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) PIP Coffee and Clay is hard for agents to use. An AI assistant can open PIP Coffee and Clay's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: +14806160004 - Address: 2617 N 24th St, 85008, Phoenix ## Nearby, also direct Places near PIP Coffee and Clay that take a booking or an order on their own website, with no marketplace in between. - Bourbon Street (1.1 km): https://directindex.org/r/bourbonstreetaz.com ## What to fix first - **No booking or ordering link on the website.** (+15 points) There's no link on the site for an agent to follow. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 - **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. ``` # PIP Coffee and Clay > local business in 2617 N 24th St, 85008, Phoenix, Phoenix cafes and bars. Phone +14806160004. ## About - Website: http://pipcoffeeclay.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. - **Structured data found (LocalBusiness).** no address, phone or hours in it ## Where it stands 258 of 497 in Phoenix cafes and bars. Top 52% 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 | 98% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 49% | no | | Have an llms.txt | 41% | no | Nearest places in the index: Anvil (D, 482 m, https://directindex.org/r/anvilbaraz.com); Shape Nutrition (F, 781 m, https://directindex.org/r/boards.com); Phoenix Grappling Center (F, 842 m, https://directindex.org/r/phoenixgrappling.com); Bourbon Street (C, 1062 m, https://directindex.org/r/bourbonstreetaz.com); Deseo A Coffee Shack (F, 1140 m, https://directindex.org/r/deseoacoffeeshack.com); Creative Cappuccino, Inc. (D, 1179 m, https://directindex.org/r/creativecappuccinoinc.com); Cash Inn Country (F, 1266 m, https://directindex.org/r/cashinncountry.net); 24th Street Cigar Lounge (C, 1319 m, https://directindex.org/r/24thstreetcigarlounge.co); Berry Divine Acai Bowls (D, 1711 m, https://directindex.org/r/berrydivineacai.com); Shug's Coffee (D, 1739 m, https://directindex.org/r/shugscoffee.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 built with Squarespace 61% (41% A or B, 32150 sites); This site 50.8%. See what an AI agent reads on this site: https://directindex.org/r/pipcoffeeclay.com/agent-view ## Businesses like PIP Coffee and Clay in Phoenix cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Phoenix cafes and bars | 497 | 50% | 27% | 50.8% | | Sites built with Squarespace in Phoenix cafes and bars | 51 | 66% | 39% | 50.8% | The best of the sites built with Squarespace in Phoenix cafes and bars: Upstairs At Flint (A 95.4%, https://directindex.org/r/flintbybaltaire.com); Châm Pang Lanes (A 93.8%, https://directindex.org/r/champanglanes.com); Little Rituals (A 93.8%, https://directindex.org/r/littleritualsbar.com); Bitter & Twisted Cocktail Parlour (A 92.3%, https://directindex.org/r/bitterandtwistedaz.com); Rosie's (A 90.8%, https://directindex.org/r/richardsonsnm.com). With the three fixes above (No booking or ordering link on the website; Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 14th of 497 in Phoenix cafes and bars, up from 258th. ## The direct record What agents get for PIP Coffee and Clay, as JSON: https://directindex.org/api/direct/pipcoffeeclay.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +14806160004 ## 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 | 25 | 25 | | Readable | 8 | 25 | | Actionable | 0 | 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/pipcoffeeclay.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: yes Keep watching this business (https://directindex.org/r/pipcoffeeclay.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/pipcoffeeclay.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=pipcoffeeclay.com&force=1