US Market / Live engine sample
Hispanic Ad-Tier Expansion
Expand an ad-supported Hispanic audience proposition with sustainable economics.
Executive verdict
Acquisition case is not yet strong
Business health65/100
Viability60/100
LTV:CAC1.78x
The business perspective
Why this decision matters
Market context
A US streaming platform pursuing bilingual growth across subscription and CTV inventory.
Strategic question
Should the business fund acquisition-led expansion before retention and ad fill are stronger?
Important risk
Low fill and a 12.2-month payback leave little protection if churn or media costs worsen.
Detailed input
What the engine captured
The visible assumptions below are the executive summary. The downloadable input document contains the complete scenario submitted to the live engine.
Monthly active users8.5M
Paid subscribers1.1M
CTV users3.8M
Monthly churn4.6%
Subscriber CAC$68
Ad fill rate62%
Input coverage
- MAU, paid, ad-tier and CTV audience scale
- Subscription, advertising and commerce revenue
- Churn, CAC, funnel conversion and retention assumptions
- Content, infrastructure, platform, G&A and operating costs
- Ad load, fill rate, CPM and inventory-yield assumptions
- Historical actuals used for variance and confidence analysis
Detailed output
What the executive report delivers
Primary evidence
- The audience opportunity is meaningful but the acquisition return is marginal.
- A 43.5% contribution margin is usable, not comfortably scalable.
- Forecast confidence of 60% calls for a test-and-learn posture rather than a national commitment.
Risks and governance conditions
- Use bilingual cohort reporting and do not blend performance into national averages.
- Require a payback improvement gate before expanding paid acquisition.
Recommended actions
- Improve fill with culturally relevant direct-sales packages.
- Test retention and onboarding changes before increasing media spend.
- Scale only the cohorts that clear contribution and payback thresholds.
Report intelligence coverage
- Executive memo, health score and decision gates
- CFO case, margin path and unit-economics assessment
- Subscriber growth, churn and acquisition-funnel outlook
- Advertising yield and CTV control-tower diagnostics
- Risk, sensitivity and downside-case analysis
- Action plan and twelve-month operating path
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