Connect ad, web and product data to see true CAC, ROAS and payback by cohort, channel and creative. Optimize spend while staying aligned with KYC/AML and privacy constraints.
Why it matters
Benefits
Measure CAC on KYC-approved accounts – not just leads. Track payback time based on first deposit, activation and revenue events to prevent scaling channels that acquire low-quality or non-compliant users.
Attribute value to what drives fintech economics – interchange, trading spreads, subscription revenue, net interest margin or loan fees. Compare LTV and ROAS by cohort, geo, device and creative to find profitable segments.
Blend marketing metrics with risk indicators such as chargebacks, bonus abuse, duplicate identities and unusually fast funnel progression. Reduce wasted spend and improve approval rates by excluding suspicious patterns.
Support privacy constraints with aggregated reporting, controlled access and clear metric definitions. Make performance reviews easier for finance and compliance by maintaining consistent, auditable KPI calculations.
Use cases
Challenge
A neobank increases spend on paid social and sees strong click-through rates, but KYC pass rate drops and support tickets rise. Platform ROAS looks healthy, yet funded accounts stagnate.
Solution
Campaign Performance Analyzer connects ad spend to KYC outcomes and funded-account events. It highlights creatives and audiences driving low verification rates, recalculates CAC on KYC-approved users and recommends reallocating budget to cohorts with higher pass rate and faster payback.
Challenge
A lender acquires users via web forms, app installs and inbound calls. Conversions happen days later after document review, making last-click attribution inconsistent and undercounting offline approvals.
Solution
The analyzer unifies web, app and CRM outcomes into a single funnel – lead, application started, docs submitted, approved, funded. It supports cohort-based attribution windows and shows channel contribution to approvals and funded loans, not just leads.
Challenge
A payments app launches a referral and deposit bonus. Sign-ups surge, but many accounts churn after cash-out and chargebacks increase, inflating short-term ROAS while harming unit economics.
Solution
Campaign Performance Analyzer overlays promo cost, bonus redemption and risk outcomes on campaign reporting. It identifies sources with abnormal bonus-to-activation ratios, flags high chargeback cohorts and quantifies net revenue after incentives and losses.
More industries
FAQ
In fintech, top-line engagement metrics are insufficient. You should track CAC and ROAS against downstream, unit-economics events such as KYC pass rate, account funding, card activation, first trade, loan approval and funding, repeat deposit frequency, churn, chargebacks and net revenue after incentives. The best analyzer lets you define these events per product line and report them by cohort, channel, creative and geo.
A fintech-ready analyzer supports consent-aware measurement and minimizes exposure of PII by using aggregated reporting, hashed identifiers where appropriate and strict role-based access controls. It also maintains auditable metric definitions so teams can explain how CAC, ROAS and LTV were calculated during internal reviews.
Yes. A Campaign Performance Analyzer can map separate funnels and value models for each product line – for example, interchange and activation for cards, approval and net interest margin for lending, and trading activity for investing. You can compare channels on shared metrics like CAC and payback while still viewing product-specific conversion stages and revenue drivers.
By combining marketing data with quality and risk signals, the analyzer can surface anomalies such as unusually fast sign-up-to-withdrawal times, high bonus redemption with low activation, repeated device fingerprints and elevated chargebacks. This enables smarter exclusions, tighter promo rules and budget shifts toward cohorts that retain and generate net revenue.
Join fintech businesses using The AI CMO to outmarket the competition.