Free creator tool
Estimate your post's viral potential before publishing. Adjust the core content signals and get a score, factor breakdown, and improvement tips.
Virality Score
73
out of 100
Moderate potential
Hook Impact
70%
Timing Quality
70%
History Strength
60%
Niche Heat
70%
3 Ways To Improve This Score
This predictor is directional, not absolute. Use it to test ideas fast and compare versions before posting.
What it is
The Viral Content Score Predictor is a quick planning tool that estimates potential post performance using core creative and distribution signals.
Why it matters
Helps prioritize stronger content ideas before posting
Makes creative testing more structured and repeatable
Highlights which factors need improvement most
Supports faster iteration across content drafts
Step 01
Set hook strength, posting time quality, and engagement history
Step 02
Adjust niche popularity and choose your platform
Step 03
Review the virality score and factor-level breakdown
Step 04
Apply the 3 suggested improvements before posting
Next step
Use Collab Tower to pair high-potential content with creators aligned to your campaign goals.
Start Matching — From $49Use cases
Once the plan looks workable, explore the creator use cases that match your platform, niche, and team type.