Holmusk Brand Score: 68/100 - Developing tier

Creating the standard for neuropsychiatry

Holmusk (holmusk.com) earns a Brand Analyzer score of 68 out of 100, placing it in the Developing tier among Healthcare brands, Technology brands. Among 2305 Healthcare brands analyzed, Holmusk ranks in the 49th percentile (category average 68, leader 95). 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. Dimension scores: Name Quality 95/100, Digital Presence 82/100, Visual Identity 93/100, Messaging Clarity 100/100, Trust Foundation 70/100, AI Discoverability 37/100, Brand Authority 23/100.

AI Snapshot

Holmusk is a healthcare technology company building what it describes as the largest Real-World Evidence platform for behavioral health. Its primary product, the NeuroBlu Database, aggregates real-world data from over one million patients across geographically diverse U.S. health systems. The platform is designed to support researchers and organizations in neuropsychiatry and behavioral health by enabling the construction of patient cohorts and the conduct of studies with longitudinal, granular clinical data.

Key facts about Holmusk

Brand Name	Holmusk
Domain	holmusk.com
Industry	Healthcare, Technology
Main Competitors	Veeva Systems (81/100), IQVIA, Komodo Health, Medidata Solutions, Flatiron Health, Clarify Health

Evidence

Moz Domain Authority 32/100 vs category average 29 / leader 95 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.

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 "Holmusk is building the largest Real-World Evidence platform for behavioral health." (No meta description) - this is the summary AI engines are most likely to quote.

Structured data on the homepage: No structured data or Open Graph tags detected. Adding Organization and 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.

Social footprint: verified profiles on LinkedIn, Facebook, Instagram, GitHub; no detected presence on X (Twitter), YouTube - consistent profiles reinforce the brand's identity across the web.

0 Reddit mentions - community discussion signals real-world reputation to AI models.

Score breakdown - 7 dimensions

• Name Quality - 95/100
• Digital Presence - 82/100
• Visual Identity - 93/100
• Messaging Clarity - 100/100
• Trust Foundation - 70/100
• AI Discoverability - 37/100
• Brand Authority - 23/100

AI visibility

Holmusk scores 27/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.

Holmusk has a weak AI-visibility profile at 27/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (53/100) and its weakest is visibility (15/100). It benefits from a Wikidata knowledge-graph entry 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, a low Moz Domain Authority of 32/100 and thin schema.org structured data.

Visibility - 15/100

• Wikipedia presence - 0/40
• Wikidata entity - 15/25
• Web popularity (Tranco) - 0/20
• Reddit visibility - 0/15

Trust - 22/100

• Domain Authority - 8/30
• Backlink trust (spam score) - 10/10
• Schema.org structured data - 0/25
• Knowledge graph anchors (sameAs) - 0/15
• llms.txt convention - 0/10
• Reddit sentiment (heuristic) - 4/10

Recommendation likelihood - 53/100

• robots.txt AI bot permissions - 30/30
• Sitemap.xml presence - 10/10
• Help center / Docs hub - 0/15
• FAQ presence - 3/15
• Category-relative authority - 10/20
• Category leader signals - 0/10

People Also Ask About Holmusk

Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.

Who are Holmusk's main competitors?

Holmusk's main competitors include Veeva Systems (81/100), IQVIA, Komodo Health, Medidata Solutions, Flatiron Health. These companies compete in the Healthcare space for similar customers, offering comparable products or services.

Sources: Holmusk official site

Holmusk vs Veeva Systems: how do they compare?

Holmusk and Veeva Systems are competitors in Healthcare. Brand Analyzer scores Holmusk at 68/100 and Veeva Systems at 81/100. They target overlapping audiences; the right choice depends on your specific needs and priorities.

Sources: Holmusk official site

What products or services does Holmusk offer?

Holmusk's primary product is the NeuroBlu Database, a real-world evidence platform containing data from over one million patients across geographically diverse U.S. health systems. The database is described as offering best-in-class real-world evidence for behavioral health, enabling users to build robust patient cohorts and conduct research studies at a granular, longitudinal level. It is positioned as a data and analytics resource for neuropsychiatry and behavioral health research.

Sources: Holmusk official site

What are the best alternatives to Holmusk?

Popular alternatives to Holmusk include Veeva Systems (81/100), IQVIA, Komodo Health, Medidata Solutions, Flatiron Health. Each is an established option in the Healthcare space; the best fit depends on your specific needs, budget, and required features.

Sources: Holmusk official site

How visible is Holmusk in AI search?

Holmusk has limited AI-search visibility, scoring 27/100 on Brand Analyzer's AI visibility composite (visibility 15, trust 22, recommendation 53). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.

Sources: Holmusk official site

What does Holmusk do?

Holmusk builds and operates a Real-World Evidence platform for behavioral health. Through its NeuroBlu Database, it aggregates longitudinal, granular patient data from over one million patients across U.S. health systems. The platform enables researchers and health organizations to construct robust patient cohorts and conduct studies on neuropsychiatric and behavioral health conditions using real-world clinical evidence, supporting research at an unprecedented level of detail.

Sources: Holmusk official site

What is Holmusk?

Holmusk is a healthcare technology company focused on behavioral health. It is building what it calls the largest Real-World Evidence platform in the behavioral health space. Its flagship offering, the NeuroBlu Database, compiles real-world clinical data from over one million patients across geographically diverse U.S. health systems, positioning Holmusk as a data infrastructure provider for neuropsychiatry and behavioral health research.

Sources: Holmusk official site

Does ChatGPT recommend Holmusk?

Holmusk scores 53/100 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: Holmusk official site

What is Holmusk known for?

Holmusk is known for the NeuroBlu Database, which it describes as the leading real-world data source for behavioral health. The database is notable for containing data from over one million patients drawn from geographically diverse U.S. health systems. It is distinguished by offering longitudinal and granular real-world evidence specifically tailored to neuropsychiatry and behavioral health research.

Sources: Holmusk official site

How can Holmusk improve its AI discoverability?

Holmusk 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: Holmusk official site

Who uses Holmusk?

Holmusk's platform is designed for researchers and organizations working in neuropsychiatry and behavioral health. This includes those seeking granular, longitudinal real-world evidence to support clinical research, outcomes studies, and evidence generation. The NeuroBlu Database is particularly aimed at stakeholders who need to build robust patient cohorts and conduct studies using real-world data from diverse U.S. health systems.

Sources: Holmusk official site

Recommendations

• Improve meta descriptions for AI - Write clear, concise meta and Open Graph descriptions that answer 'what does this company do?' in 10-30 words. AI systems rely heavily on these to summarize your brand. (impact: high, effort: quick_win)
• Add structured data and Open Graph tags - Add JSON-LD structured data (Organization, FAQ schemas) and complete Open Graph tags (og:title, og:description, og:image, og:type). This helps AI systems and social platforms accurately represent your brand. (impact: high, effort: moderate)
• Boost search engine authority - Your Moz Domain Authority indicates limited search ranking potential. Improve it by building high-quality backlinks, optimizing on-page SEO, and publishing authoritative content. (impact: medium, effort: major)
• Build a content ecosystem - Add a blog, documentation, or help center to your website. A rich content ecosystem signals brand maturity and authority. (impact: medium, effort: major)
• Build web authority and backlinks - Grow your domain's authority by earning backlinks from reputable sites, publishing valuable content, and engaging in industry communities. Higher domain authority improves both search rankings and brand perception. (impact: medium, effort: major)

Peer brands

Ranked closest to Holmusk: HipLink (68/100), Highwood Group (68/100), HOPPR (68/100), HR for Health (68/100).

A step up - brands to learn from: Zipari by mPulse (71/100), Zaina AI (71/100).

Category leader: Dassault Systèmes (95/100).