Sample data. This is a fictional demonstration workspace. Next: how findings become experiments →

In these 4 instagram video posts with a call to action, the median comment rate by reach was 50% higher than the 4 posts with no call to action, between 2026-04-02 and 2026-07-01.

Calculated Result low confidence method mv1

Evidence

8 posts between 2026-04-02 and 2026-07-01: 4 with true, 4 with false.

Impact

Median comment rate by reach: 0.0120 versus the baseline 0.0080, a difference of 50% relative and 0.0040 absolute.

Why this may matter

Comments indicate conversation, which deepens audience relationships.

Source and method

Calculated Result, formula method, method version mv1. Medians of your own confirmed posts; the evaluated groups exclude flagged posts and immature metrics.

Confidence and limitations

This comparison is low confidence because the smaller group has 4 posts; the median difference is 50%; it survives removing the strongest post; the posts span more than 30 days. Higher confidence labels are disabled in method version 1 until its rules and fixtures are approved.

Observational comparison within this creator's own posts; it does not establish why the difference exists.

Supporting posts

Counterexamples

No counterexamples in this sample: every true post sat above the comparison median. Small samples make this less meaningful.

Your verdict

Feedback is disabled on sample data.

Consider testing this as a controlled experiment before treating it as a rule.