Product capabilities
Everything needed for a disciplined pre-publish review.
VIRAL⁴ combines measurable analysis, transparent reasoning, and a focused desktop workflow—without pretending software can guarantee an audience outcome.
Platform-aware analysis.
Review one finished video through publishing contexts inspired by Instagram, TikTok, YouTube, and Facebook. The product highlights relevant formatting, structure, pacing, caption, and presentation signals while keeping each platform target distinct.
Deterministic, repeatable scoring.
Transparent scoring models apply the same rules to the same measured signals. Unchanged videos do not receive a different opinion simply because they were analyzed again.
That makes revision comparisons meaningful: when a score changes, a measured input or scoring rule changed.
Transparent, actionable recommendations.
Recommendations are prioritized and connected to evidence. Instead of a vague quality label, creators receive a practical explanation of what was found and which improvement to consider first.
Privacy-first desktop processing.
The Windows desktop workflow is designed to keep creator media under creator control. Product documentation will identify any processing that leaves the device before such functionality is introduced or used.
A professional final-review environment.
Use the analyzer for solo review, agency quality control, client handoff, revision comparison, or team standards. The interface brings scoring, platform targets, findings, and next actions into one focused report.