Analytics That Actually Matter for Solo Creators

Every social platform ships an analytics dashboard with twenty metrics on it. Maybe three of them matter for solo creators. The other seventeen are either vanity, lagging, or both — they make you feel productive when you check them, but they don't tell you what to do next.

This is our short list of what's worth tracking and why.

What's worth tracking

Reply-to-post ratio

Of every ten posts you publish, how many get replies that aren't from people you already know? This is the single best leading indicator we've seen for an account that's actually growing.

If it's near zero, you're either posting into a void or your topic isn't prompting conversation. Both are fixable, but you have to notice them first.

Profile-visit conversion

When someone clicks through to your profile, do they follow? Most platforms expose this directly. A profile visit is the moment of decision — what you've put in your bio and pinned post is doing the work.

If your conversion is low, the fix is rarely "post more." It's almost always "fix the bio and the pinned post."

Saves and shares (where exposed)

Saves are the closest thing to a long-term value signal that any platform exposes. If people are saving your posts to come back to, you're producing something durable. If they're not, you're producing something forgettable.

Shares are the same idea with a social loop attached.

What's not worth tracking

Impressions

Impressions are entirely controlled by the algorithm. They tell you what the platform decided to do, not what your audience felt. Watching them makes you anxious without giving you anything to act on.

Follower count

Follower count is a vanity metric for almost every account under 100K followers. The follower-to-engagement ratio is what matters, and that's captured by the metrics above.

"Best time to post"

The best-time-to-post charts every analytics tool ships are noise at the volumes most solo creators are operating at. The fix isn't a better posting time. It's a fuller posting calendar.

A weekly review that takes ten minutes

Once a week, look at three numbers across your channels:

Reply-to-post ratio for the week. Trending up, flat, or down?
Profile-visit conversion rate. Same.
Saves and shares total. Same.

That's it. If two of three are trending down, change something. If two of three are trending up, do more of whatever you did last week.

What we don't do

We don't pull cross-platform dashboards. We don't compute aggregate engagement scores. We don't try to compare LinkedIn impressions to Bluesky likes — they aren't the same thing and a single number obscures more than it reveals.

The temptation with analytics is always to add more. The discipline is to look at less, more carefully, more often.

A note on Pub Studio's role

We don't currently surface platform analytics in Pub Studio's dashboard. We may eventually. The reason we haven't yet is that the platforms expose this directly, and a unified dashboard tends to encourage exactly the kind of cross-platform aggregation we just argued against.

When we do add it, we'll surface the three metrics above.