WORKED EXAMPLE
Input
2,000 followers · 5,800 views · 190 likes · 34 replies · 22 reposts · 30 hours old
Result
2.90× view-to-follower ratio and 4.24% engagement by views: a strong seed candidate worth several controlled variations.
FREE PERFORMANCE CALCULATOR
Enter one post’s follower, view, like, reply, and repost counts. Get the ratios first, then a transparent directional read: early, underperforming, normal, or seed candidate.
WORKBENCH
Creators deciding whether to rewrite a winning post, wait for more data, or move on to a different angle.
HOW THE RESULT IS MADE
WORKED EXAMPLE
2,000 followers · 5,800 views · 190 likes · 34 replies · 22 reposts · 30 hours old
2.90× view-to-follower ratio and 4.24% engagement by views: a strong seed candidate worth several controlled variations.
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FAQ
It is post views divided by the account follower count at roughly the time of the post. A ratio above 1 means the post received more views than the account has followers, but it does not prove that every viewer was unique.
This calculator looks for both distribution and response. A seed candidate is a post whose opening, structure, topic, or emotional mechanism may be worth adapting into new, creator-reviewed posts.
No. It identifies useful evidence, not certainty. New variations still need a distinct premise, accurate facts, review, and mature performance data.
Fresh posts have had less time to collect distribution and interactions. The calculator marks posts under eight hours as an early read so a weak first hour is not treated as a final verdict.