# Lake Imaging - North Melbourne: Agent-Direct Score B (75.4%) Site: http://www.lakeimaging.com.au Report: https://directindex.org/r/lakeimaging.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.) Lake Imaging - North Melbourne is mostly ready for agents. An AI assistant can open Lake Imaging - North Melbourne's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://lakeimaging.com.au/for-patients/book-an-appointment/ (on the business's own site) - Phone: (03) 9321 4900 ## What to fix first - **No list of services and prices found.** (+7 points) Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. 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 - **The phone number on the site doesn't match the open map data.** The site shows 1300525300, but OpenStreetMap or Overture Maps lists (03) 9321 4900. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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. ``` # Lake Imaging - North Melbourne > organization in 14 Blackwood St, Melbourne, Melbourne dentists, clinics and vets. Phone (03) 9321 4900. ## Book or order directly - Book: https://lakeimaging.com.au/for-patients/book-an-appointment/ (on the business's own site) ## About - Website: http://www.lakeimaging.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 - **Appointments on your own site.** Agents can book an appointment without going through a marketplace. ## Where it stands 929 of 4304 in Melbourne dentists, clinics and vets. Top 22% 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% | yes | | Publish the menu or price list as HTML | 5% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes | | Structured data with address, phone and hours | 50% | no | | Have an llms.txt | 33% | no | Nearest places in the index: Montu (F, 0 m, https://directindex.org/r/montu.com.au); MJ Driver Laser Tattoo Removal & Lightening, Melbourne City (F, 60 m, https://directindex.org/r/mjdriver.com); Elizabeth Street Physiotherapy (B, 162 m, https://directindex.org/r/elizabethphysio.com.au); Chris Cormick Osteopathy (F, 171 m, https://directindex.org/r/ccosteo.com); Muscle Management Clinic (C, 179 m, https://directindex.org/r/musclemanagement.com.au); The Endocrine and Diabetes Centre (B, 187 m, https://directindex.org/r/endocrinediabetes.com.au); Melbourne Plastic Surgery Clinic (C, 189 m, https://directindex.org/r/melbournes10best.com.au); HappyDentistry CBD (C, 200 m, https://directindex.org/r/happy-dentistry.com.au); Sexual Health Victoria (C, 201 m, https://directindex.org/r/shvic.org.au); Happy Sleep (D, 240 m, https://directindex.org/r/happysleep.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); This site 75.4%. See what an AI agent reads on this site: https://directindex.org/r/lakeimaging.com.au/agent-view ## Businesses like Lake Imaging - North Melbourne in Melbourne dentists, clinics and vets | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Melbourne dentists, clinics and vets | 4304 | 59% | 34% | 75.4% | | Sites built with WordPress in Melbourne dentists, clinics and vets | 580 | 65% | 46% | 75.4% | The best of the sites built with WordPress in Melbourne dentists, clinics and vets: Clover Dental (A 95.4%, https://directindex.org/r/cloverdental.com.au); Keysborough Veterinary Practice (A 90.8%, https://directindex.org/r/keysivet.com.au); My Face Place (A 86.2%, https://directindex.org/r/myfaceplace.com.au); Shibata Dental (A 86.2%, https://directindex.org/r/shibatadentalcamberwell.com.au); Bodyline Health (B 84.6%, https://directindex.org/r/bodylinehealth.com). With the two fixes above (No list of services and prices found; Structured data is incomplete), the score would be about 95.4%, which would be first of 4,304 in Melbourne dentists, clinics and vets. ## The direct record What agents get for Lake Imaging - North Melbourne, as JSON: https://directindex.org/api/direct/lakeimaging.com.au - Book: https://lakeimaging.com.au/for-patients/book-an-appointment/ (own site; found by the scan of 2026-10-18, not yet tested) - Order: none on record - Menu: none on record - Hours: none on record - Phone: (03) 9321 4900 - Stable links that count: https://directindex.org/go/lakeimaging.com.au/book ## 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 | 9 | 25 | | Actionable | 15 | 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/lakeimaging.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: yes - OAuth protected resource metadata: yes - 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/lakeimaging.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/lakeimaging.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=lakeimaging.com.au&force=1