Citation Chasms
AI mentions the brand but sends traffic elsewhere, creating invisible revenue leaks.
I accidentally discovered how AI really works, and how fragile a brand's narrative truly is. It started with a product that doesn't exist.
Get Your AI X-RayAI is compressing valuations by quietly rewriting brand narratives.
We run diagnostics across entire portfolios to uncover:
AI mentions the brand but sends traffic elsewhere, creating invisible revenue leaks.
Brands framed as generic or legacy players instead of market leaders.
Missing in critical prompts during key buying seasons and decision moments.
AI answer engines are replacing Google as the place where purchase decisions start.
The brands that AI models name first are the ones buyers often choose. If you're not in the answer at all, you're NOT in the deal flow.
For founders in wellness, apparel, and CPG who need to win the battle for the AI-powered shelf space this holiday season.
Run a DTC X-RayFor marketing leaders who need mission-critical intelligence to de-risk their 2026 budget and outmaneuver the competition.
Run a B2B X-RayIf the $497 boardroom-grade X-Ray feels like too big a first step, you can start with our free 60-second AI Visibility Self-Diagnosis. It gives you a quick preview of your blind spots and kicks off a 3-day guided briefing to help you interpret the results.
In May 2025, I ran a private experiment: could AI recommend a product that didn't exist? No links. No marketing. No noise. Within weeks, ChatGPT and Perplexity were confidently describing my fake "ghost products" as if they were market leaders.
Then a single mistake nearly erased the proof. For two weeks, my discovery was a ghost. It was gone from search, forgotten by the machine — the same way AI could quietly erase your brand’s presence tomorrow.
That near-disaster revealed a harder truth: in the AI era, your brand narrative is powerful, but dangerously fragile.
Here's why it matters to you:
That journey from discovery, to near-disaster, to recovery became the foundation for the AI X-Ray: the only diagnostic built to fortify your brand's narrative against AI fragility.
AI Visibility Diagnostician | Founder, AI X-Ray Lab
Physician turned AI Visibility Diagnostician. Founder of AI X-Ray Lab. I built the Lab to expose how AI rewrites brand narratives and to give founders & investors the intelligence to control them.
The biggest risk is remaining invisible. Before you go, take 60 seconds to run our free AI Visibility Self-Diagnosis. At least don't leave blind.
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