01
What we heard
The leadership question was simple but hard to answer: which acquisition sources created customers who actually completed onboarding and used the product?
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Fintech · Growth Systems
Making every acquisition signal count
Full-funnel measurement and AI-led audience prioritization across a complex conversion journey.
The constraint
The challenge behind the numbers.
Long approval cycles and fragmented attribution made it difficult to distinguish cheap leads from customers likely to activate.
The system
We fed downstream activation signals back into media, rebuilt audience prioritization, and aligned every campaign to quality-adjusted acquisition cost.
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Campaign Results
Google Ads Snapshot
Better conversion signals reshaped paid search performance.
A representative campaign snapshot showing the shift from inexpensive leads to quality-adjusted acquisition, with activation data guiding bidding and audience prioritization.
Representative visualization · Results shown are from this engagement
How we worked together
The conversations behind the solution.
The work moved through three connected stages: listening closely enough to find the real constraint, operating as one team, and turning evidence into a decisive breakthrough.
02
How we collaborated
Product, compliance, analytics, and growth worked through a biweekly experiment council. This kept measurement changes compliant and made each campaign decision traceable to a product behavior.
03
The breakthrough
Activation events revealed that the cheapest lead segments were also the least valuable. Reweighting the system toward quality reduced apparent volume before producing stronger economics.
How we solved it
A focused operating plan, built to compound.
Each workstream had an owner, an evidence standard, and a clear connection to the commercial outcome. This kept execution fast without turning the engagement into disconnected tactics.
1
Unified product, CRM, and media conversion events
2
Modeled high-propensity audience characteristics
3
Built channel-specific education journeys
4
Optimized to activated customers rather than form fills
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