# Paperboy Coffee Bar - Hampton ☕️: Agent-Direct Score B (70.8%) Site: http://paperboycoffee.com/ Report: https://directindex.org/r/paperboycoffee.com Scanned: 2026-10-18 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Paperboy Coffee Bar - Hampton ☕️ is mostly ready for agents. An AI assistant can open Paperboy Coffee Bar - Hampton ☕️'s website. What Paperboy Coffee Bar - Hampton ☕️ offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through cinchordering.com. ## Direct links - Menu: https://paperboycoffee.com/s/Paperboy-Menu-Sep26.pdf - Phone: +61422600311 ## What to fix first - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai - **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 - **Structured data is incomplete.** (+2 points) Missing: telephone. 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. ``` # Paperboy Coffee Bar - Hampton ☕️ > local business in 370 Hampton St, 3188, Melbourne, Melbourne cafes and bars. Phone +61422600311. ## Book or order directly - Menu: https://paperboycoffee.com/s/Paperboy-Menu-Sep26.pdf ## About - Website: http://paperboycoffee.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).** address, opening hours ## Where it stands 924 of 3067 in Melbourne cafes and bars. Top 30% 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% | no | | Publish the menu or price list as HTML | 91% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes | | Structured data with address, phone and hours | 28% | no | | Have an llms.txt | 25% | no | Nearest places in the index: Brown Cow (B, 68 m, https://directindex.org/r/browncow.com.au); Bardeli (F, 72 m, https://directindex.org/r/browncowcafe.com.au); Sebastian's Food & Wine (C, 127 m, https://directindex.org/r/sebastiansfoodandwine.com.au); Merrymen (D, 138 m, https://directindex.org/r/merrymenhampton.com); Hampton Wine Co (C, 326 m, https://directindex.org/r/hamptonwine.co); Zero% by Dan Murphy's (B, 445 m, https://directindex.org/r/danmurphys.com.au); Lennox 3188 (F, 863 m, https://directindex.org/r/lennox3188.com.au); All Fired Up Ceramic Cafe (C, 933 m, https://directindex.org/r/afu.com.au); Red Moose Smoothies & Wraps (C, 1091 m, https://directindex.org/r/red-moose.com.au); Our Little Ray of Sunshine (C, 1116 m, https://directindex.org/r/littleray.com.au). ## 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 65% (49% A or B, 11547 sites); This site 70.8%. See what an AI agent reads on this site: https://directindex.org/r/paperboycoffee.com/agent-view ## Businesses like Paperboy Coffee Bar - Hampton ☕️ in Melbourne cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Melbourne cafes and bars | 3067 | 54% | 31% | 70.8% | | Sites built with Squarespace in Melbourne cafes and bars | 565 | 73% | 57% | 70.8% | The best of the sites built with Squarespace in Melbourne cafes and bars: 57 Cafe Bar Restaurant (A 100%, https://directindex.org/r/57cafe.com.au); Bar Jayda (A 100%, https://directindex.org/r/barjayda.com.au); Bincho Boss (A 100%, https://directindex.org/r/binchoboss.com.au); Good Heavens Rooftop (A 100%, https://directindex.org/r/goodheavens.com.au); Green Man's Arms (A 100%, https://directindex.org/r/greenmansarms.com.au). With the three fixes above (Ordering through an unrecognised third party; Menu or price list is a PDF; Almost no text without JavaScript), the score would be about 92.3%. That would be 100th of 3,067 in Melbourne cafes and bars, up from 924th. ## The direct record What agents get for Paperboy Coffee Bar - Hampton ☕️, as JSON: https://directindex.org/api/direct/paperboycoffee.com - Book: none on record - Order: none on record - Menu: https://paperboycoffee.com/s/Paperboy-Menu-Sep26.pdf (pdf; from the scan) - Hours: none on record - Phone: +61422600311 - Stable links that count: https://directindex.org/go/paperboycoffee.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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 17 | 25 | | Actionable | 6 | 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/paperboycoffee.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/paperboycoffee.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/paperboycoffee.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=paperboycoffee.com&force=1