# Lot One Kitchen: Agent-Direct Score D (53.8%) Site: http://www.lotonekitchen.com.au/ Report: https://directindex.org/r/lotonekitchen.com.au 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.) Lot One Kitchen is hard for agents to use. An AI assistant can open Lot One Kitchen's website. What Lot One Kitchen offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly, through bookings.nowbookit.com. ## Direct links - Menu: https://www.lotonekitchen.com.au/s/Menu-Lunch-May-2026_Website.pdf - Phone: +61408807448 ## What to fix first ## What the site tells visitors (Measured, not scored) - **The footer says © 2024.** Visitors and assistants may read that year as the last time anyone looked after the site. In Perth, 71% of comparable sites that show a year say 2025 or later. - **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 - **Booking through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **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 - **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. ``` # Lot One Kitchen > local business in 46 Angove Dr, 6025, Perth, Perth. Phone +61408807448. ## Book or order directly - Menu: https://www.lotonekitchen.com.au/s/Menu-Lunch-May-2026_Website.pdf ## About - Website: http://www.lotonekitchen.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 main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. ## Where it stands 712 of 1214 in Perth. Top 59% 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 | 95% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 47% | no | | Have an llms.txt | 35% | no | Nearest places in the index: Mia Cucina (B, 675 m, https://directindex.org/r/miacucinawa.com.au); Hillarys Thai Cuisine (C, 800 m, https://directindex.org/r/cellarbrations.com.au); Eccolo Italian Restaurant (B, 802 m, https://directindex.org/r/eccolo.com.au); Dusit Dheva by the sea (A, 947 m, https://directindex.org/r/dusitdheva.com.au); Bellafonte's Italian Restaurant (A, 969 m, https://directindex.org/r/belafontes.com); Jarrah Bar and Cafe (C, 1057 m, https://directindex.org/r/darcyhospitalitygroup.com.au); The Waterfront Perth (A, 1063 m, https://directindex.org/r/thewaterfrontavern.com.au); Old Wild West (F, 1066 m, https://directindex.org/r/oldwildwest.com); Turkuaz Mediterranean Restaurant Hillarys (A, 1186 m, https://directindex.org/r/turkuazmediterranean.com.au); Hillarys Beach Club (B, 1566 m, https://directindex.org/r/hillarysbeachclub.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. The assistants were asked 12 everyday questions about Perth and named 57 places. Lot One Kitchen wasn't one of them. See who was named: https://directindex.org/city/perth/recommended Compared with its peers: Sites built with Squarespace 65% (49% A or B, 11547 sites); This site 53.8%. See what an AI agent reads on this site: https://directindex.org/r/lotonekitchen.com.au/agent-view ## Businesses like Lot One Kitchen in Perth | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Perth | 1214 | 56% | 35% | 53.8% | | Sites built with Squarespace in Perth | 131 | 74% | 64% | 53.8% | The best of the sites built with Squarespace in Perth: 300 Acres Restaurant & Bar (A 100%, https://directindex.org/r/ambroseestate.com.au); Bivouac (A 100%, https://directindex.org/r/bivouac.com.au); Ischia (A 100%, https://directindex.org/r/ischia.com.au); Madalena's (A 100%, https://directindex.org/r/madalenasbar.com.au); Gibney Cottesloe (A 95.4%, https://directindex.org/r/gibneycottesloe.com). With the three fixes above (No structured data for the business; Booking through an unrecognised third party; Menu or price list is a PDF), the score would be about 95.4%. That would be 28th of 1,214 in Perth, up from 712th. ## The direct record What agents get for Lot One Kitchen, as JSON: https://directindex.org/api/direct/lotonekitchen.com.au - Book: none on record - Order: none on record - Menu: https://www.lotonekitchen.com.au/s/Menu-Lunch-May-2026_Website.pdf (pdf; from the scan) - Hours: none on record - Phone: +61408807448 - Stable links that count: https://directindex.org/go/lotonekitchen.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 | 4 | 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/lotonekitchen.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/lotonekitchen.com.au/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/lotonekitchen.com.au/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=lotonekitchen.com.au&force=1