Are the unit economics safe to scale?
Review blended ARPU, contribution, CAC, payback, LTV:CAC, paid conversion and churn against management gates.
🇮🇳 Built for India OTT / CTV product owners and monetization leaders
Know whether the business should scale, repair or test.
iMAGIC connects subscriber economics, revenue quality, ad monetization, content and viewing behavior, CTV growth and operating readiness in one leadership decision report.
5Business health lenses
3+Ranked operating scenarios
30/60/90Action governance
Subscriber economicsAd monetizationContent & viewingChannel readiness
Consultant Decision Report63Health score
Fix foundation before scaling
The model separates attractive headline economics from the measurement, monetization and operating gaps that require management sign-off.
Payback5.4 mo
LTV:CAC2.22x
CTV Share41.7%
Fill Rate45%
✓ Strong CTV and retention signals can support controlled testing.
! Validate ad-revenue and CPCV assumptions before external commitments.
The management questions iMAGIC resolves
Stop reviewing isolated metrics. See the operating system behind them.
A healthy subscriber number can hide weak payback. Strong completion can coexist with poor ad yield. iMAGIC shows how the levers interact and what leadership should do next.
Is ad monetization commercially credible?
Test viewing hours, ad load, fill rate, eCPM, completion, CPCV, ad revenue per MAU and sales-channel mix.
Does the India plan match the market reality?
Assess region, language depth, CTV share, content and viewing behavior, inventory readiness and package strategy.
1
Build the business case
- MAU, paid, free/ad-tier and CTV users
- ARPU, CAC, churn, costs and margin inputs
- Viewing, inventory, sales and language assumptions
- Historical actuals when available
→
2
Diagnose and pressure-test
- Business health and confidence scoring
- Benchmark comparison and input-quality checks
- Waterfalls, funnels and capability diagnostics
- Ranked scenarios and sensitivity
→
3
Govern the next move
- Executive verdict and approval conditions
- Owner-specific recommendations
- 0–30, 31–60 and 61–90-day actions
- Actual-versus-forecast learning loop
What the report gives leadership
A business diagnosis with evidence, not a collection of charts.
Each output is designed to answer what the number means, why it matters, what can break the plan and who should act.
Health, confidence and decision posture
See the recommended management stance—scale, repair, hold or test—separately from forecast confidence.
Benchmarks and root-cause diagnosis
Compare key metrics with India planning ranges and trace watch or risk signals to their operating cause.
Ranked operating paths
Prioritize data verification, unit-economics recovery, CTV foundation or monetization expansion based on severity.
30/60/90-day governance
Turn the verdict into owners, actions, measurement checks, decision gates and the next management review.
Executive DecisionIllustrative report
Business Health63/100
Management review
Forecast Confidence60/100
Usable with review
Diagnosis LensesWhat drives the verdict
Revenue Quality70/100
Usable
Cost & Payback75/100
Controlled
Ad Monetization22/100
Repair first
CTV Growth80/100
Strong signal
Ranked Scenario PathsSeverity-led planning
Data Verification SprintPriority 95/100
Unit Economics RescuePriority 88/100
CTV Foundation JourneyPriority 55/100
30/60/90-Day Action PlanExecution output
0–30 Days
Validate revenue definitions, units, benchmarks and ownership before new scale investment.
31–60 Days
Repair weak acquisition or monetization levers through controlled tests and cohort review.
61–90 Days
Scale only the operating path that clears confidence, payback and measurement gates.
Operating views behind the verdict
See where value is created, where confidence breaks and where management must intervene.
The report combines executive summaries with diagnostic views so decision-makers can move from the headline verdict into the evidence without losing the business narrative.
Executive control
5 LensesBusiness health dashboard
Separates revenue, cost, monetization, CTV growth and retention instead of hiding them inside one blended score.
Evidence diagnostics
TraceableRevenue waterfallPaid funnelCTV mixCapability
Input-to-output evidence
Trace ad revenue per MAU, funnel drop-off, user-versus-revenue distribution and capability readiness.
Market and content
India FitLanguageViewingCTVAd experience
Content & viewing intelligence
Connect language depth, content behavior, CTV share and ad-experience risk to the monetization strategy.
Commercial readiness
Channel MixDirectPMPProgrammaticPackages
Monetization channel strategy
Assess controlled versus open demand, package readiness, sales priorities and the path to stronger yield.
Who uses iMAGIC
Made for leaders accountable for growth quality—not just topline scale.
OTT / CTV product owners
Challenge subscription, ad-tier, CTV and regional growth assumptions before committing the roadmap.
Revenue and ad-sales leaders
Test inventory, yield, demand mix, package readiness and the evidence behind commercial targets.
Finance and strategy teams
Govern payback, LTV:CAC, contribution, confidence and scenario risk before capital is released.
Growth and operations teams
Turn the verdict into measurable workstreams, owners, checkpoints and a learning loop.
Pressure-test the plan before the board does
Bring your assumptions. See the decision iMAGIC would structure.
Sign up for access or request a sample report to review how iMAGIC converts India OTT/CTV inputs into a leadership verdict, evidence, scenarios and action governance.