LinkedIn Viral Score Predictor

Predict the reach and engagement of your LinkedIn post before you publish it.

How it works

  1. Enter your expected likes (and reposts if you have them).
  2. Our hybrid model estimates impressions, comments, and reach.
  3. See which engagement tier your post lands in and how to level up.

Frequently asked questions

How does the prediction work?

It uses BAMF AI Labs' hybrid model — fixed ratios for small posts, linear regression for mid-range, and a power-law curve for viral posts — calibrated against real LinkedIn data. Accuracy typically ranges 65-90%.

Why estimate impressions?

LinkedIn doesn't expose impression counts publicly. Our model fills that gap so you can benchmark reach from likes and reposts.

Is this the same model BAMF uses?

Yes — it's the exact engagement estimator that powers BAMF's trending content discovery. Learn more in BAMF AI Labs.