Guide · 6 min read

How to Measure Which Content Is Actually Working

Read the right signals across many posts - not one viral fluke.

Weight saves and shares over likes

Likes are cheap; saves and shares cost the viewer something and spread the post further. When you're deciding what to make more of, weight the metrics that reflect real value, not the easiest tap.

Read trends, not single posts

One post going wide (or flopping) tells you almost nothing - it's noise on a small sample. Look at how a pillar or a format performs across many posts before you draw a conclusion or change your plan.

Double down on the boring winner

Often the format that quietly performs every time isn't the flashy one. Follow the data, not the excitement: make more of what consistently earns attention, even if it's less fun to post.

Create content in your voice - at scale

SelfScale learns how you write from your own posts, so every draft sounds like you, not a generic chatbot.