Case study
A Tier-1 finance advertiser needed defensible scale. We re-architected acquisition under Program Strategy—Precision Targeting and Lookalike Modeling at the core—until unit economics and cohort quality moved in the same direction.
A regulated finance app in Tier-1 markets approached H2CPA with a familiar tension: acquisition costs were eroding runway, yet leadership could not sacrifice cohort quality. CPI had drifted upward as broad social and remnant inventory masked inefficiency; retention, measured at D30, lagged models that the board still treated as authoritative. The mandate was explicit—reduce CPI materially while improving retention—and the CFO required a narrative that reconciled with compliance, not only marketing optimism.
We engaged through Program Strategy: a bespoke design of partner tiers, pacing, disclosure, and measurement—not a generic media plan. The first phase was forensic. We segmented supply by placement class, sub-source behavior, and post-install events tied to payer propensity. Precision Targeting was applied aggressively where it matters: not as a slogan, but as enforced governance on who could run the offer, which geos unlocked simultaneously, and which sub-IDs were eligible after passing ShieldCheck™ baselines.
Lookalike Modeling became the spine of expansion once the core was stable. We seeded models from verified high-LTV users—accounts that had completed KYC, funded, and remained active—rather than from shallow install cohorts that pollute finance verticals. Modeled audiences were validated out-of-sample against holdout geos before budgets shifted; where lift did not reproduce, we cut exposure rather than narrate exceptions.
Creative and landing flows were synchronized with compliance copy decks so that message-market fit did not fracture at the edge of policy. Caps were staged by partner trust score; intraday throttles protected the brand when velocity anomalies appeared. Account leadership sat weekly with the client’s growth and risk leads so decisions stayed documented—an operational habit forged from thirteen years of performance finance work.
Results landed where the spreadsheet and the product team could agree. Within two full reconciliation cycles, blended CPI across the Tier-1 bundle fell roughly thirty percent versus the pre-engagement baseline, while D30 retention rose approximately fifteen percent—driven by cleaner first-session funnels and materially better payer composition, not by discounting acquisition quality. Secondary effects included fewer clawbacks and faster dispute resolution because evidence logs were structured from day one.
The lesson is structural: when Tier-1 finance advertisers treat acquisition as a program—not a channel buy—they can reconcile CPI and retention simultaneously. Precision Targeting and Lookalike Modeling are not interchangeable buzzwords; in this engagement they were execution layers underwritten by transparency, disciplined partners, and governance that survives audit. H2CPA’s role was to install that operating system—and to keep it running after the headlines fade.
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