# Panini e Pizzeria: Agent-Direct Score D (50.8%) Site: https://paniniepizzeria.com.au/ Report: https://directindex.org/r/paniniepizzeria.com.au Scanned: 2026-10-17 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Panini e Pizzeria is hard for agents to use. An AI assistant can open the website of Panini e Pizzeria. What Panini e Pizzeria offers is in a PDF or an image, which assistants read poorly. It finds a way to book or order directly, through order.platform.hungryhungry.com. ## Direct links - Phone: 03%208374%207832 ## What to fix first - **No structured data for the business.** (+14 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). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps - **Menu or price list is an image.** (+6 points) Agents cannot read it. Publish it as text. Guide: https://directindex.org/guides/menu-pdf-ai - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Panini e Pizzeria > restaurant (pizza, panini) in Melville Road 73A, Melbourne. Phone 03%208374%207832. ## Book or order directly - Menu: https://paniniepizzeria.wordpress.com/wp-content/uploads/2026/03/latest-panini.-_page-0001.jpg ## About - Website: https://paniniepizzeria.com.au/ - 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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. ## Where it stands 644 of 966 in Melbourne. Top 67% of the sites scanned in this index. | What the top tenth 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 | 88% | no | | Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes | | Structured data with address, phone and hours | 46% | no | | Have an llms.txt | 15% | no | Nearest places with a similar menu: Hotel Lombardo (C, 1687 m, https://directindex.org/r/hotellombardo.com.au); Scroogy's Pizza (C, 2125 m, https://directindex.org/r/scroogyspizza.com.au); Green Acre Pizza Bar (A, 2375 m, https://directindex.org/r/greenacrepizza.com.au); I Carusi Pizza (A, 2737 m, https://directindex.org/r/icarusipizza.com.au); La Burrata (A, 2740 m, https://directindex.org/r/laburrata.com.au); Barkly's Kitchen (F, 3246 m, https://directindex.org/r/barklyskitchen.com.au); Newlands Pizza (B, 3536 m, https://directindex.org/r/newlandspizza.com.au); Pizza Minded Italian Cafe Bar & Restaurant (D, 3691 m, https://directindex.org/r/pizzaminded.com.au); Next Door Pizza (F, 4139 m, https://directindex.org/r/nextdoorpizza.com.au). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Against its peers: Sites built with WordPress 59% (32% A or B, 54721 sites); This site 50.8%. See what an AI agent reads on this site: https://directindex.org/r/paniniepizzeria.com.au/agent-view ## Businesses like Panini e Pizzeria in Melbourne | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Melbourne | 966 | 58% | 37% | 50.8% | | Sites built with WordPress in Melbourne | 284 | 67% | 50% | 50.8% | The best of the sites built with WordPress in Melbourne: Captain Kitchen Kebab & Fish (A 100%, https://directindex.org/r/captainkitchen.com.au); FOMO Bar & Grill (A 100%, https://directindex.org/r/the-espressonist.com); Ladro (A 100%, https://directindex.org/r/ladro.com.au); Solana (A 100%, https://directindex.org/r/solanarestaurant.com.au); Swaad India's Zest (A 100%, https://directindex.org/r/swaad.com.au). With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; Menu or price list is an image) the score would be about 95.4%: 24th of 966 in Melbourne, up from 644th. ## The direct record What agents get for Panini e Pizzeria, as JSON: https://directindex.org/api/direct/paniniepizzeria.com.au - Book: none on record - Order: none on record - Menu: https://paniniepizzeria.wordpress.com/wp-content/uploads/2026/03/latest-panini.-_page-0001.jpg (image; from the scan) - Hours: none on record - Phone: 03%208374%207832 - Stable links that count: https://directindex.org/go/paniniepizzeria.com.au/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 | 25 | 25 | | Readable | 2 | 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/paniniepizzeria.com.au - 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/paniniepizzeria.com.au/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: https://directindex.org/r/paniniepizzeria.com.au/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=paniniepizzeria.com.au&force=1