Strataigize implemented a data-first, revenue-aligned Google Ads strategy, focusing on restoring signal integrity before scaling spend.
1. Resolving Data Inconsistencies Across Platforms
The first and most critical step was correcting how Google Ads interpreted app events.
Historically, Google Ads was optimizing based on unreliable purchase value signals, which caused the algorithm to chase volume rather than intent. Strataigize corrected this by restructuring conversion priorities and bidding logic.
Key Actions Taken:
- Audited Firebase, Google Ads, and RevenueCat event mappings
- Identified unreliable historical purchase data
- Switched bidding from:
- In-App Actions Value (Purchases) → In-App Actions (Purchases)
- Reconfigured conversion hierarchy:
- Purchases = Primary (optimization signal)
- All other events set to Secondary (observation only)
This allowed Google Ads to relearn who is likely to purchase, instead of predicting value prematurely.
Why this matters:
Without clean purchase data, value-based bidding hurts performance. Stabilizing learning around actual buyers is essential before scaling.
2. Funnel Clarity Without Algorithm Pollution
Strataigize added additional funnel events, not to optimize toward them, but to gain insight without distorting bidding behavior.
| Secondary Events Added |
Purpose |
| Trial Start |
Measure intent quality |
| Paywall Reached |
Diagnose drop-off points |
| Account Creation |
Funnel visibility |
Some goals appeared as “misconfigured” in Google Ads, intentionally. These events were tracked strictly for reporting and diagnosis, not bidding influence.
This gave the team full-funnel clarity without compromising optimization.
3. Revenue-Driven Geographic Optimization
Using RevenueCat’s trial-to-paid conversion and conversion to paying views, Strataigize identified which markets actually generated revenue, not just volume.
High-Quality Markets Identified:
- United States
- Canada
- Nigeria
High Install / No Paid Conversions Removed:
High-Intent Expansion Markets Added:
- UAE
- Saudi Arabia
- Oman
- Qatar
- Singapore
| Region |
Strategic Reason |
| United States |
High purchasing power, strong privacy demand |
| Canada |
Affluent, security-aware users |
| Nigeria |
Strong paid conversion signal |
| UAE / Saudi / Qatar |
Premium buyers, VPN demand |
| Singapore |
High ARPU, strong subscription behavior |
This shift intentionally reduced install volume and improved revenue efficiency.
4. Intent-Based Messaging & Audience Strategy
Ad copy and audience targeting were rebuilt to filter out low-intent users before they installed.
Key refinements included:
- Positioning the app clearly as a paid, premium security product
- Removing misleading “free” implications
- Adding custom keyword-based audience segments aligned with purchase intent
- Reducing reliance on broad in-market segments to avoid trial abuse
The goal was not more trials, it was better trials.
5. Paid & Organic Growth Alignment (ASO)
While paid traffic quality improved, organic performance surged, reinforcing overall growth.
Top 10 U.S. Rankings Achieved:
| Keyword |
Rank |
Monthly Search Volume |
| USA VPN |
#7 |
5–10K |
| VPN USA |
#8 |
5–10K |
| Free USA VPN |
#9 |
1–2K |
This organic lift strengthened brand authority and supported paid conversions downstream.
5. Paid & Organic Growth Alignment (ASO)
While paid traffic quality improved, organic performance surged, reinforcing overall growth.
Top 10 U.S. Rankings Achieved:
| Keyword |
Rank |
Monthly Search Volume |
| USA VPN |
#7 |
5–10K |
| VPN USA |
#8 |
5–10K |
| Free USA VPN |
#9 |
1–2K |
This organic lift strengthened brand authority and supported paid conversions downstream.