Product
ViralIQ
A deterministic read on concept strength. Evaluates Intent-Hook Match, Niche Appeal Fit, and Execution Clarity to return a definitive verdict: Breakout, Competitive, or Contained.
Live preview
A predictive read before you commit.
Use ViralIQ when you want the straight verdict: a fast score, a reason behind it, and a clearer sense of whether the draft should post, scale, or stay in the edit.
What the score is really telling you.
The verdict before the spend
ViralIQ analyzes your video using a specialized zero-temperature AI model. It removes the guesswork and tells you exactly whether the draft is ready to back with distribution, or if it needs another pass.
Deterministic verdict: Breakout, Competitive, or Contained.
Scores for Intent-Hook Match, Niche Appeal, and Clarity.
Actionable positive and warning signals.
Verdict Mode
Stop guessing. Get the verdict.
ViralIQ cuts through opinions to give you a clear read: Breakout Potential, Competitive Potential, or Contained Potential.
Vector Analysis
See exactly why the score moved.
Understand the 'why' with specific status scores (Weak, Solid, Strong) across Intent-Hook Match, Niche Appeal Fit, and Execution Clarity.
Workflow
How to use the score.
Use the score to decide whether to ship it, sharpen it, or leave it in the edit before you waste another round.
Upload the final cut
Start with the version you are preparing to ship.
Make the call
Use the definitive verdict to back it with spend, or use the warning signals to send it back to the editor.
What moves the score.
Hook strength, clarity, and payoff usually decide whether a draft feels ready or risky.
Hook
Intent-Hook Match
Evaluates if the opening lands immediately and aligns with what the target audience expects to reward.
Niche
Niche Appeal Fit
Measures whether the aesthetic, comedic, or value cues land clearly for the specific format.