Your trusted partner in diagnostics
QML Pathology (qml.com.au) scores 73 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Healthcare brands, in the 36th percentile of 7297 Healthcare brands.
QML Pathology is an Australian pathology business headquartered in Murarrie, Queensland, and owned by Healius Limited. It provides routine and specialised diagnostic testing services to patients and healthcare providers across Queensland. The company operates a network of collection centres and works in collaboration with healthcare professionals to deliver diagnostic services. Its stated mission is to deliver excellence in pathology diagnostics and testing for Queensland communities.
| Brand Name | QML Pathology |
|---|---|
| Domain | qml.com.au |
| Industry | Healthcare |
| Headquarters | Murarrie |
| Parent Company / Owner | Healius Limited |
| Main Competitors | Sonic Healthcare (70/100), Australian Clinical Labs (69/100), 4Cyte Pathology, Dorevitch Pathology (70/100) |
Moz Domain Authority 37/100 vs category average 40 / leader 95 - limited third-party links, so AI systems rarely encounter mentions of the brand.
Ranked #152,710 on the Tranco list of most-visited sites - modest traffic makes the brand easy for AI models to overlook.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "QML Pathology is your trusted partner in diagnostics. From routine tests to specialised screenings, we deliver excellence in pathology services." (Meta description: 20 words (ideal length). OG description present and descriptive) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: 1 JSON-LD block(s), Organization schema, og:title, og:description, og:image, og:type, Twitter cards. Adding FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: robots.txt present, no AI bot restrictions - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Detected tech stack: Cloudflare, Webflow.
Social footprint: verified profiles on Facebook, LinkedIn, X (Twitter), Instagram, YouTube, GitHub - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked September 2026.
When asked "What is QML Pathology?", Claude could identify the brand as of September 2026. QML Pathology is one of Australia's largest pathology providers, offering diagnostic testing services to doctors, hospitals, and patients across Queensland and other parts of Australia. It's part of the Sonic Healthcare group and operates numerous collection centres and laborator Best known for Being a major pathology and diagnostic testing provider in Queensland, Australia.
When asked "Best brands similar to QML Pathology?", Claude would recommend QML Pathology as of September 2026. It's a well-established, widely used pathology network in Australia so it would naturally come up if discussing major diagnostic testing providers there.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
QML Pathology's main competitors in Healthcare: Sonic Healthcare (70/100), Australian Clinical Labs (69/100), Dorevitch Pathology (70/100).
Sources: Brand Analyzer scan
QML Pathology has limited AI-search visibility, scoring 41/100 on Brand Analyzer's AI visibility composite (visibility 26, trust 49, recommendation 59). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: QML Pathology official site
QML Pathology is headquartered in Murarrie. QML Pathology operates in the Healthcare category.
Sources: Wikidata
QML Pathology scores 59/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest Healthcare options. Recommendation depends on crawlability, structured data, and category authority.
Sources: QML Pathology official site
QML Pathology is an Australian pathology business based in Murarrie, Queensland, and owned by Healius Limited. It provides diagnostic testing and pathology services to patients and healthcare providers across Queensland, ranging from routine tests to specialised screenings.
Sources: QML Pathology official site
QML Pathology delivers pathology diagnostics and testing services, including routine and specialised screenings, through a network of collection centres across Queensland. It works in collaboration with healthcare providers and medical professionals to support patient diagnosis and care.
Sources: QML Pathology official site
QML Pathology can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: QML Pathology official site
QML Pathology offers routine and specialised pathology testing services, including diagnostic screenings, delivered through a network of collection centres across Queensland, in collaboration with healthcare providers and medical professionals.
Sources: QML Pathology official site
QML Pathology is owned by or part of Healius Limited. QML Pathology operates in the Healthcare category.
Sources: Wikidata
QML Pathology is used by patients, healthcare providers, and medical professionals across Queensland who require routine or specialised pathology testing and diagnostic services.
Sources: QML Pathology official site
QML Pathology is known for its widespread network of collection centres across Queensland and for offering a comprehensive range of routine and specialised pathology testing services in collaboration with healthcare providers.
Sources: QML Pathology official site
QML Pathology scores 41/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
QML Pathology has a limited AI-visibility profile at 41/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (59/100) and its weakest is visibility (26/100). It benefits from a Wikidata knowledge-graph entry, a global traffic rank of #152,710 (Tranco) and open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data and a low Moz Domain Authority of 37/100. In a live check, Claude could already identify QML Pathology from memory (September 2026) - a sign these signals are paying off.
The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.
Ranked closest to QML Pathology: Q Bio (73/100), Pursuant Health (73/100), Rabenhorst (73/100), The Royal Australasian College of Physicians (RACP) (73/100).
A step up - brands to learn from: Zurich Insurance Group (81/100), ZOLL Data Systems (81/100).
Category leader: Booksy (96/100).
Brand Analyzer is built by DataEase AI. Track your brand in ChatGPT, Gemini and Perplexity.