Analytics diagnosis

Roblox Analytics Action Planner

Paste a few current metrics and decide whether to fix acquisition, first session, retention, monetization, or update cadence first.

Priority 1

Acquisition packaging

33

Players are seeing the game, but the page promise may not be earning enough clicks.

Run one title/icon/thumbnail test. Keep gameplay unchanged while measuring play-through rate.

Watch: Play-through rate

Priority 2

Retention loop

38

Players need a clearer reason to return after the first win.

Add one daily reward, one collection target, and one week-one update teaser.

Watch: D1 retention

Priority 3

First session clarity

44

Players may click in, then fail to understand the first goal, first action, or first reward.

Move the core promise to spawn, make the first action obvious, and pay out a visible reward quickly.

Watch: Average session length

Priority 4

Monetization offer

52

Paid value may be unclear, too early, or not trusted because the free loop is weak.

Move paid offers after the first win and lead with cosmetic, VIP, or convenience value.

Watch: Payer conversion

Priority 5

Update cadence

56

The game needs a smaller repeatable update loop before bigger content bets.

Ship one small update tied to the weakest metric instead of adding broad new systems.

Watch: D1 retention and average session

Turn the diagnosis into one controlled change

How to decide what to improve first

Many creators see weak numbers and change the thumbnail, tutorial, update, and game passes at the same time. That makes the result unreadable.

How to use it

  • + Start with the biggest bottleneck, not the newest idea.
  • + Change one variable for one metric.
  • + Wait long enough to compare before changing the next thing.

Example outputs

  • + Low play-through rate: test title, icon, thumbnail, or description first.
  • + Low average session: fix spawn, first action, and first reward.
  • + Low D1 retention: add return hooks and a small week-one update reason.

Common mistakes

  • + Fixing monetization before players understand the free loop.
  • + Calling a full page and gameplay rewrite a test.
  • + Ignoring page packaging when impressions are already present.

It is a lightweight tool for turning acquisition, retention, session, and monetization numbers into one next action instead of changing everything at once.