AI visibility for
health tech.
Health queries face the strictest AI filtering of any category — LLMs are heavily trained to refuse or heavily caveat medical advice and to cite only authoritative sources. That filter is a wall for most health-tech brands. It's also a competitive moat once you clear it.
The queries that shape your category.
A non-exhaustive sample of the questions we see buyers in this space ask ChatGPT, Claude, and Perplexity — pulled from our real-query telemetry, not guessed.
- 01
“telehealth providers that accept Cigna in Colorado”
- 02
“best meditation app for clinical anxiety”
- 03
“is Hims legit for hair loss treatment”
- 04
“sleep tracker accuracy Oura vs Whoop”
- 05
“HSA-eligible fitness apps in 2026”
- 06
“online therapy platforms with sliding-scale fees”
The names that keep showing up.
- HeadspaceClinician-reviewed content authority.
- OuraPublished peer-reviewed research on sleep data.
- Hims & HersWins DTC men's health queries.
- RoFDA-registered pharmacy signals drive trust.
- CalmStrong FAQ coverage across mental-health queries.
citation rate lift from clinician-reviewed bylines in health content.
AIRRNK health vertical cohort, 2026.
How to get cited in health tech.
- 01
Clinician bylines are non-negotiable
Every piece of health content needs a clinician reviewer with credentials (MD, DO, RN, LCSW, PsyD, etc.) visible on the page. LLMs explicitly check for this. Without it, your content is dead-letter regardless of quality.
- 02
Link to peer-reviewed sources
Every claim links to PubMed, NEJM, JAMA, or Cochrane where possible. This is what separates health-tech content that gets cited from content that gets filtered.
- 03
Be explicit about what you are and aren't
Is your tool a medical device (FDA 510k)? A wellness app? A telehealth platform? State it plainly, in a structured way. Ambiguity here tanks your trust score.
- 04
Publish privacy and HIPAA details as crawlable HTML
Not a PDF buried in the footer. A /privacy or /hipaa page with specific facts about how PHI is handled. This is a strong authority signal in health queries.
See your standing in health tech.
Free scan. No signup. Your AI Score, the specific queries you show up for, and the three highest-leverage fixes.
Written by
The AIRank Editorial Team
Research & editorial, AIRank
The AIRank editorial team runs the 47-point scanner, the Observer pings, and the GEO research programme every week. Writing is reviewed by the core engineers who build the Injector, Blaster, and Surgeon agents.
About the team →