AI Models

Gamification Penetration:
The Next Feature for Every Player

Every day Smartico places each player on a ladder for five features, Missions, Tournaments, Jackpots, Mini-games and the Store, from Not started to Power user. Then it picks the one feature worth promoting next: the one where the next step up is worth the most.

A Ladder
for Every Feature

For each feature the model looks at the last 90 days, month by month, and asks: did the player take part, how often, and did they come back every month?

  • Only real choices count: tournaments and missions the platform entered the player into on its own are left out.
  • Two kinds of Starter: players who came once (bring them back) and players who come often but play little (push frequency).
  • Protect your best: a Power user on all five features gets Protect instead of another promotion.
Positions on each feature
PositionWhat it meansWhat to do
Not startedNever used the featureIntroduce it
LapsedUsed it, then stoppedWin them back with what they played
StarterTried it, no habit yetRemove what holds them back
EngagedTakes part regularlyShow how close the top is
Power userPart of their habitStop promoting; recognise them

One Feature per Player, Not Five for Everyone

Each position and the recommended feature are player properties for segments and journeys.

Introduce features

Run an introduction journey only for players who have not started a feature.

Win back lapsed players

Lapsed players already know the feature: remind them of what they played.

Promote what pays

Promote one feature to each player instead of five to everyone, and get more movement for the same budget.

Hand Protect players to VIP

Leave five-feature Power users out of promotions and let your VIP team thank them.

How the Next Feature Is Chosen

The model weighs every feature by what one step up is worth.

  1. 1Five laddersEach player gets a position on each of the five features, every day.
  2. 2The value gapFor each feature, the model compares the typical 30-day deposits of players on the player's rung with players one rung up.
  3. 3One recommendationThe feature with the biggest gap, in money, is the one to promote.
  4. 4A clear next stepThe player profile shows the step to aim for, for example Starter to Engaged on Tournaments.

Setup, the data each feature needs and every option: the Gamification Penetration guide on help.smartico.ai.

FAQ

How often is it updated?
Which players are scored?
Why are leaderboards and raffles not included?
Why does a whole feature show 100% Not started?
Why not promote to Power users?
What does the value gap tell us?