Illustrative sample · fictional brand & dataProduct walkthrough
See exactly what an Ai-Visibility Analysis hands your brand team.
PharmAiVA sends questions modelled on what patients and HCPs ask to 8 AI models through their APIs, plus Google's AI Overviews, then grades each answer against your approved label. Here is a complete sample report.
This is a demonstration. IMMUNAVEX, its molecule, its competitors, and every score below are invented for illustration only — no real product, label, or accuracy claim is represented.
Generate questions
Clinically-grounded queries for each audience and market.
Query the AI platforms
ChatGPT, Claude, Gemini, Perplexity, Grok, Meta AI, DeepSeek, Copilot + Google AI (via API).
Judge vs. the label
An LLM judge scores each answer against the approved prescribing information.
Score & recommend
A visibility index, competitive read, and a prioritized, MLR-aware action plan.
Judge: Matches the approved US dosing schedule. Consistent across 7 of 9 platforms.
Judge: Directionally right but omits the label's benefit–risk guidance and pregnancy registry. Surfaced on 3 platforms — flagged for correction.
Judge: Not an approved indication — an off-label claim asserted by 1 of 9 platforms. High-priority risk.
Correct the off-label psoriatic-arthritis answer
Publish an indication-scope clarification and tighten product-page copy so AI models stop over-generalizing the approved use. Re-test weekly until it clears.
Fix the pregnancy-use answer on 3 platforms
Ship an MLR-reviewed pregnancy & lactation FAQ mirroring label §8.1, with explicit benefit–risk and registry language, to give the models a citable source.
Lift visibility on Meta AI & DeepSeek
Add structured indication and mechanism-of-action content optimized for AI crawlers — the two lowest-coverage targets (36–44%) drag the overall mention rate.
In the live product this downloads a branded PDF report for your team's review, including MLR review. It is omitted from this illustrative sample.
Measured against your label — and the evidence you choose.
Every answer above is graded against your regulatory-approved prescribing information. And PharmAiVA is one of the few platforms that lets you extend the reference corpus beyond the label — adding clinical studies, treatment guidelines, and published literature — so your brand is measured against the full body of evidence you decide is authoritative.
This report is for a brand that doesn't exist.
Yours does. See how leading AI models answer questions about your brand — in your markets, against your competitors, measured against your label.