AI visibility & GEO: for biotech & diagnostics startups
How does AI describe your product? Probably not the way you think.
ChatGPT, Gemini, and Claude are becoming the first place buyers learn about biotech and diagnostics startups. I audit how they represent yours, and where they get it wrong, then guide you to fix it.
Three ways AI is misrepresenting you right now
They get the details wrong.
Confident, plausible, and inaccurate, on exactly the specifics your buyers care about. A capability gets overstated. A limitation quietly disappears.
They recommend a competitor.
Ask an AI assistant about your category, and it can name a rival before it names you. Sometimes it doesn't mention you at all.
They cite everyone but you.
Your own site, documentation, and technical papers get skipped in favor of third-party sources you don't control and can't correct.
How it works
-
01
Your buyers ask AI
-
02
ChatGPT, Gemini and Claude answer
often off the mark -
03
VisibiLIA measures and checks against your source of truth
-
04
You fix, we re-measure
↻ continuously
Snapshot.
I ask the major AI assistants the real questions your buyers ask, and send you a short, free report on what came back.
Audit.
If the snapshot shows a problem worth solving, I run a full cross-engine review against your own source of truth and prioritize the gaps.
Guided fixes.
I direct, your team executes. Practical changes to the inputs these engines draw on, measured before and after.
A ladder, not a leap
Start free, go deeper only if it's worth it: a snapshot, a full audit, guided implementation, and, for teams that want to keep it that way, a light retainer to re-check over time. See the full offer →
Find out what AI is telling your buyers
The only way to know is to ask. I'll do it for you, at no cost, and show you exactly what came back.