It learns what works for you, and admits what it does not know

What it does

• Compares high and low performers across concrete dimensions: hook, length, format, topic, tone
• Keeps what it finds as an insight with a confidence score that moves as evidence arrives
• Treats an insight as a hypothesis, and keeps writing variations to test it
• Drops confidence faster than it raises it, so one lucky post does not become a rule
• Separates what correlates from what it can actually attribute
• Says the evidence out loud: how many posts had it, how many did not, and the difference

How it works

1. 1

   It waits for the post to mature

   A post is not judged in its first hours. Nothing counts until it has had time to be seen.

2. 2

   It compares like with like

   Posts with a trait against posts without it, on your account, with your audience.

3. 3

   It writes the next one differently

   Insights become instructions with a weight, not rules. Some drafts deliberately break them to keep testing.

Who it is for

Founders who post on their own and want the posts to get better without a content team.