–No funnel architecture differentiating awareness, install-intent, and activation stages
–Ad creative was not localised to Angolan urban context, reducing relevance and engagement
–No retargeting system for the installed-but-inactive user segment, which represented the highest-LTV opportunity
–CPI at USD 1.30 was above sustainable threshold for a market with UGO’s revenue per rider
–ROAS at 1.2x indicated near-zero return on acquisition spend
–No lookalike audience modelling from existing high-frequency rider cohort
Top-of-funnel: awareness campaigns with locally contextualised creative across Angola’s key urban zones
Mid-funnel: app install campaigns targeting custom audiences built around high-LTV user profiles
Bottom-of-funnel: retargeting campaigns for installed-but-inactive users with incentivised first-ride messaging
Localised design and copy for Luanda and surrounding markets: language, imagery, and context
Benefit-led messaging around affordability, driver trust, and personal safety (the three primary objections in the market)
Static vs video format testing to identify highest-engagement format by funnel stage
Custom segments built across three user states: inactive installers, repeat riders, and ride abandoners
Lookalike modelling from highest-frequency active rider cohort
CRM integration ensuring consistent audience signals across Google and Meta platforms
Weekly A/B creative testing cycle for continuous performance improvement
Geo-fencing and time-specific ad rotation aligned to peak ride-demand hours in Luanda
Bid and budget optimisation driven by ROAS and activation rate data, not install volume
The most important insight from UGO was that 90% of active user growth came from re-engagement of installed-but-inactive users, not from new install acquisition. The highest-LTV users were already in the database. They had downloaded the app and never completed a first ride. Building a targeted activation campaign for that cohort cost a fraction of what new install acquisition costs and produced proportionally higher revenue impact. In mobile app growth, the activation funnel is almost always more valuable than the top-of-funnel acquisition campaign.
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