# Cafe L.A: Agent-Direct Score C (61.5%) Site: http://cafela.com.au/ Report: https://directindex.org/r/cafela.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.) Cafe L.A is partly visible to agents. An AI assistant can open Cafe L.A's website. What Cafe L.A offers is in a PDF or an image, and assistants read those badly. To book or order, it is sent to OpenTable, a marketplace. ## Direct links - Menu: https://cafela.com.au/wp-content/uploads/2025/12/ALL-DAY-MENU.pdf.pdf - Phone: +61435688889 ## What to fix first - **Booking only through opentable.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. 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 - **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. ``` # Cafe L.A > organization in 2/238 Oxford St, 6007, Perth, Perth cafes and bars. Phone +61435688889. ## Book or order directly - Menu: https://cafela.com.au/wp-content/uploads/2025/12/ALL-DAY-MENU.pdf.pdf ## About - Website: http://cafela.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. - **Structured data found (Organization).** no address, phone or hours in it - **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Terms read on 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 347 of 820 in Perth cafes and bars. Top 42% 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 | 96% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 19% | no | | Have an llms.txt | 19% | no | Nearest places in the index: Oxford Yard (F, 219 m, https://directindex.org/r/hugedomains.com); Totally Thai (D, 402 m, https://directindex.org/r/domecoffees.com); Naber (B, 447 m, https://directindex.org/r/naber.com.au); Leederville Hotel (C, 504 m, https://directindex.org/r/theleedervilleprecinct.com.au); Niche Bar (B, 626 m, https://directindex.org/r/nichebar.com.au); The Acai Corner (F, 775 m, https://directindex.org/r/theacaicorner.com.au); The Exchange Bar (D, 952 m, https://directindex.org/r/exchangebrewingco.com.au); Chinta Cafe (B, 1055 m, https://directindex.org/r/chintacafe.com); West End Deli (A, 1074 m, https://directindex.org/r/westenddeli.net.au); JB O'Reilly's (A, 1079 m, https://directindex.org/r/jboreillys.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 WordPress 58% (30% A or B, 68857 sites); Sites using OpenTable 65% (40% A or B, 2352 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/cafela.com.au/agent-view ## Businesses like Cafe L.A in Perth cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Perth cafes and bars | 820 | 54% | 32% | 61.5% | | Sites built with WordPress in Perth cafes and bars | 271 | 61% | 39% | 61.5% | | Sites using OpenTable in Perth cafes and bars | 3 | 60% | 33% | 61.5% | | Sites built with WordPress and using OpenTable in Perth cafes and bars | 2 | 70% | 50% | 61.5% | The best of the sites built with WordPress in Perth cafes and bars: Claisebrook Bar (A 95.4%, https://directindex.org/r/claisebrookbar.com); Deli QT (A 95.4%, https://directindex.org/r/qthotels.com); Pinelli Wines (A 95.4%, https://directindex.org/r/pinelliwines.com.au); The Island Brew House (A 95.4%, https://directindex.org/r/theislandeq.com.au); Midland Tavern (A 94.9%, https://directindex.org/r/midlandtavern.com.au). With the three fixes above (Booking only through opentable; Structured data is incomplete; Menu or price list is a PDF), the score would be about 95.4%. That would be 3rd of 820 in Perth cafes and bars, up from 347th. ## The direct record What agents get for Cafe L.A, as JSON: https://directindex.org/api/direct/cafela.com.au - Book: none on record - Order: none on record - Menu: https://cafela.com.au/wp-content/uploads/2025/12/ALL-DAY-MENU.pdf.pdf (pdf; from the scan) - Hours: none on record - Phone: +61435688889 - Stable links that count: https://directindex.org/go/cafela.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 - Vendor terms for agents, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 12 | 25 | | Actionable | 3 | 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/cafela.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: yes Keep watching this business (https://directindex.org/r/cafela.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/cafela.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 ยท Rescan now: https://directindex.org/scan?url=cafela.com.au&force=1