Lumina · Predictive analytics

Predict yourfuture revenue.

Stop driving blind. Lumina connects to your MMP to visualize real-time cohorts, predict breakeven timelines with statistical confidence, and forecast LTV precision so you know exactly where to scale.

98% accuracy rateon every forecast Lumina shows
01What Lumina is

One source of truth: your data.

Lumina is a data-powered intelligence hub for mobile studios. Studios spend on user acquisition today and find out whether it paid back months later, when the budget is already gone. Lumina closes that gap: it reads your live cohort data and projects where each dollar lands, so you can plan UA against predicted returns and prove your numbers to funders.

Predictions

ML forecasts for ROAS, LTV and breakeven at app, studio, country and channel level, up to 52 weeks.

Weekly Digest

A merged report combining analytics, eligibility and predictions for the last week.

Analytics

A financial performance dashboard built around spend, installs, CPI, ROAS and LTV.

Eligibility Score

Your funding potential across scalability, breakeven, ROAS and retention, as a single score out of 10.

02Predictions

See the payback before it lands.

ML forecasts for ROAS, LTV and breakeven, up to 52 weeks out.

ML-Powered Forecasting

Predicts ROAS & LTV curves from your cohort data.

Withheld Until Reliable

A forecast appears only once it clears the 98% bar.

Granular Views

Slice by app, channel, country, or company.

Real-Time Updates

Models retrain as new data comes in.

A forecast only appears once your data reaches the required maturity and the model clears Lumina's 98% accuracy threshold. Until then you see a "Prediction Data Not Available" note instead of a shaky guess, because a number you can't trust is worse than no number at all.

Lumina › Predictions · App view
Accuracy ≥ 98%
AppStudioCountryChannel
Realized ROASPredicted ROAS
38%
99%
106%
137%
Breakeven 100%
Today · prediction released
W0
W4
W8
W12
W16
W20
W24
W28
W32
W36
W40
W44
W48
W52
Breakeven cleared by W20
03Weekly Digest

Your whole week, auto-assembled.

A merged report combining analytics, eligibility and predictions, generated once a week.

Open the digest and the last week lands in one screen, per app. A KPI strip frames the state of play, ROAS and LTV heatmaps split realized cohorts from predicted ones, a country-tier table breaks performance down by market, and your Funding Eligibility Score rides along. One Export PDF away from a board-ready report.

Lumina › Weekly Digest · Week of Jul 6
auto-generated
Total Spend
$128.4K
▲ 6%vs prev ($121.1K)
Installs
342.0K
▲ 4%vs prev (328.9K)
CPI
$0.38
▼ 3%lower is better
W52 Predicted LTV
$0.52
above CPI · profitable
W52 Predicted ROAS
137%
▲ 5%breakeven cleared
Where the returns come from
Country tier · W52 ROAS · W52 LTV
United States
168%▲ 7%
$0.74▲ 4%
Tier 1
141%▲ 3%
$0.58▲ 2%
Tier 2
109%▼ 2%
$0.41▼ 1%
Tier 3
78%▼ 4%
$0.23▼ 3%
Actual (realized) values · Predicted valuesExport PDF
04Analytics

Every source, one dashboard.

Connect Adjust, AppsFlyer, Adapty and the rest. Lumina merges them into a single view of spend, revenue and retention. No exports, no spreadsheets.

Every app, one baseline.

Spend, revenue, installs and LTV across the whole portfolio, measured against last month.

Lumina › Analytics · Portfolio overview
Sources connected
OverviewRevenueEngagement
Total revenue
$1.30M
+8.4%vs last month
UA spend
$1.20M
+5.1%vs last month
Installs
3.10M
+2.7%vs last month
Blended LTV
$0.42
+4.0%vs last month
Top apps by revenue
Last 3 months, all platforms
App Alpha
$397.9K
App Beta
$331.3K
App Gamma
$191.9K
App Delta
$137.7K
App Epsilon
$110.2K
App Zeta
$103.2K
Other apps
$27.8K
Sample data, shown to illustrate the layout.
05Eligibility Score

Are you fundable? Here's the score.

A Funding Eligibility Score across the four levers funders care about.

One number out of 10, computed at studio level from four weighted components. See which lever is holding you back, and what to fix before you raise.

Lumina › Eligibility · Studio level
Out of 10
7.8/10
Strong score.
Solid fundamentals across key metrics.
Scalability max 40 pts80%
Scale of your studio
Breakeven max 30 pts77%
Speed and consistency of paying back UA spend
ROAS max 15 pts73%
Revenue efficiency relative to cost
Retention max 10 pts65%
User stickiness across weekly cohorts
Sample data, shown to illustrate the layout.
Integrates with
  • Adjust
  • AppsFlyer
  • Google Analytics
  • RevenueCat
  • Singular
  • App Store
  • Apple Search Ads
  • Google Play
  • Meta
  • AppLovin
  • Google Ads
  • Adapty
256-bit encryption · Enterprise-grade security

Your data never leaves secure servers. Read-only access. No storage of sensitive credentials.

06Start with Lumina

Ready to predict your future?

Connect your app data and Lumina lights up: Weekly Digest, Analytics, Eligibility and Predictions, all from your own numbers.