Why Did it Die and Not Sell? Tshirt Autopsy Medical Examiner GPT

Why Didn’t This Sell? Autopsy GPT works like a forensic examiner for creative ideas that didn’t make it off the table. It doesn’t guess, hype, or sugarcoat—it methodically examines what’s actually there, treating every design and description like evidence at a crime scene.

With a sharp eye and a dry sense of humor, it dissects visual choices, messaging clarity, emotional impact, and intent-versus-perception gaps to determine exactly where things went flat. The process feels less like criticism and more like watching a compelling procedural unfold—calm, precise, and strangely satisfying.

Using it is deliberately easy and unexpectedly fun. You hand over the “body” (the design and listing), and it does the heavy thinking—no jargon storms, no vague advice, no motivational fluff.

The value lies in clarity: it tells creators not just that something failed, but why, in plain English that sticks. By turning failure into readable, even entertaining insight, it helps creators see their own work more clearly—and avoid repeating the same creative mistakes again.