The problem
Creators often ask whether an idea is “viral” before the opening is even clear. The more useful question is whether the message gives the audience a reason to stop, understand, and continue.
The product
ViralOrJustMe breaks a hook into visible messaging signals and returns a stronger version. It is a creative diagnostic, not an oracle.
The principle
No one can guarantee virality. We can make the idea clearer, sharper, and more testable.