AI Visibility Audit — Atrix
● Free AI visibility audit for life sciences teams
Your HCPs are asking AI. Is your brand in the answer?
See who AI names first, which sources it cites, and which gaps to fix first — across ChatGPT, Gemini, and Perplexity.
Takes 2 minutes to set up. No login required.
Trusted by leading pharma, biotech, and medical device teams
AI visibility score
62
↑ +6 pts vs. last scan
Share of AI voice
- Wegovy 78
- Zepbound 62
- Ozempic 71
- Mounjaro 55
Cites official source
12% The other 88% lean on third-party sources, not your content.
What’s included
A free snapshot of your brand’s AI visibility.
A focused readout of how your brand, competitors, and category appear across AI answer engines — prioritized by likely demand and market impact.
- Brand and competitor benchmark
- Priority topic and prompt analysis
- AI visibility score
- Share of AI voice by brand
- First-mentioned brand analysis
- Citation and source breakdown
- SEO-style demand signals
- Demand-weighted white-space
- MA & Commercial recommendations
The free audit gives you a focused category snapshot. Full enterprise reporting expands across more prompts, answer engines, countries, languages, stakeholder journeys, and competitive sets.
How it works
Get your AI visibility readout in minutes.
Tell us your brand and competitors
- Choose the brands, products, or companies you want to benchmark.
Pick the topics that matter
- Select the disease areas, indications, treatments, or questions your team cares about.
We query the answer engines
- Atrix runs category-level prompts across major AI platforms to see what they say, cite, and recommend.
Get your visibility report
- See where your brand appears, where competitors show up first, and which opportunities are worth prioritizing.
What you’ll learn
The visibility gaps with the highest potential impact.
The audit does not treat every prompt equally. Atrix combines answer-engine visibility with SEO-style demand intelligence, so your team focuses on the questions most likely to shape market understanding.
Share of AI voice
How often your brand appears compared with competitors across priority prompts and answer engines.
- Wegovy 78
- Zepbound 62
- Ozempic 71
- Mounjaro 55
Not every AI answer gap is worth the same.
Atrix layers AI visibility data with SEO-style demand signals, search-volume proxies, and question intent to help your team focus on the prompts most likely to influence HCP and patient understanding.
Potential volume
Estimate which topics represent the largest audience opportunity.
Question intent
Separate broad education queries from treatment, comparison, and decision-support questions.
Market impact
Prioritize the gaps where better visibility could shape perception, education, or demand.
Know not just where you’re missing — but which gaps are worth fixing first.
The educational plan
Where to act first — and who owns it.
Every gap is scored on potential impact and effort, then assigned an owner. Start top-left: high-impact content you can ship fast to win answers competitors haven’t claimed.
| Impact | Effort | Action |
|---|---|---|
| Quick wins | DO NOW | Appropriate-patient guide |
| Coverage & prior-auth explainer | ||
| Big bets | PLAN | Sleep-apnea indication hub |
| Comparison content | ||
| Fill-ins | LATER | Titration FAQ |
| Side-effect library | ||
| Deprioritize | SKIP | CV-risk head-to-head |
From audit to action
Turn AI visibility into your next content, education, and field plan.
The audit isn’t just a scorecard. It gives your team a prioritized list of places to improve visibility, strengthen scientific accuracy, and capture high-interest questions before competitors do.
MEDICAL STRATEGY
Identify where scientific narratives need stronger support, clearer education, or better source coverage.
MLR-READY CONTENT
Prioritize content based on the questions AI answers incorrectly, incompletely, or without your preferred evidence.
COMPETITIVE INTELLIGENCE
See which competitors are being named, cited, or positioned more prominently in AI answers.
FIELD ENABLEMENT
Equip field medical and commercial teams with the questions your market is already asking.
SEO & CONTENT STRATEGY
Create content for high-intent prompts where answer engines currently lack strong sources.
MEDIA & REPUTATION
Understand whether AI is learning from your official materials, earned media, guidelines, or third-party commentary.
FAQ
Questions before you run the audit?
Is the audit really free? Yes. The category-snapshot audit runs free with no login. Full enterprise reporting expands across more prompts, engines, countries, languages, and competitive sets.
How long does it take? About two minutes to set up. Once the answer engines are queried, your results are ready in minutes.
Which AI platforms do you analyze? Major answer engines including ChatGPT, Gemini, and Perplexity — each run with web search on so we capture real citations.
How do you decide which questions to test? We generate unbranded, high-intent category questions your HCPs and patients actually ask, weighted by potential demand and intent.
Is this for Medical Affairs or Commercial? Both. One audit, two playbooks — a Medical Affairs view focused on scientific accuracy, and a Commercial view focused on share of voice and white space.
Is this the same as SEO? No. SEO is about page rankings on search engines. This is about how AI answer engines represent, cite, and recommend your brand inside the answer itself.
Can this support MLR planning? Yes. It surfaces the claims, gaps, and topics to prioritize MLR-ready content where it actually changes the answer.