Section 01
The essential view
A concise reading of what matters, why it matters, and how to evaluate it.
- 01
Creative volume needs outcome context
Mobile game teams often test many concepts across markets and networks. Audiencelab helps connect creative identifiers with the outcomes used in scale and iteration decisions.
- 02
Choose events that reflect game economics
Early events must be frequent enough to optimize while remaining meaningfully related to payer value, retention, or progression. Each event needs monitoring and periodic review.
- 03
Compare cohorts, not screenshots
Record geography, platform, campaign setup, creative mix, spend, event definition, and cohort maturity before drawing a conclusion.
Section 02
How the work moves
A connected operating sequence, from initial intent to an outcome the team can evaluate.
- 01
Define the player outcome and maturity window
- 02
Connect campaign and creative identifiers
- 03
Validate progression, retention, or value events
- 04
Run a controlled campaign comparison
- 05
Turn findings into creative and signal changes
Requirements
What needs to be true
Consistent creative naming and campaign taxonomy
Approved game event and revenue data
Sufficient volume for the chosen optimization event
A shared growth, analytics, and engineering owner
Limitations
What this does not prove
Game genre, monetization, geography, and live operations change results.
Early proxy events can drift away from long-term value.
A case study from one title should not be generalized to another without testing.
Section 05
Questions teams ask
Direct answers to the points that usually shape the next decision.
- Can free-to-play games use value signals?
- Potentially. Signals can represent approved revenue, engagement, progression, retention, or governed predictions, subject to network and implementation requirements.
- Does this work with an existing MMP?
- Yes. Audiencelab operates as a complementary performance layer.
- What is the best first test?
- Choose one market, one outcome, a clear baseline, controlled creative allocation, and a cohort window long enough for the game's economics.
Section 06
Continue the research
Go deeper into product documentation, methodology, and related evidence.