Quick answer
FP&A software for DTC brands is planning and analysis software built around direct-to-consumer economics: customer acquisition cost, cohort retention, contribution margin, and data from Shopify, Amazon, and ad platforms. It consolidates that data into one model so DTC brands can forecast revenue, judge marketing efficiency, and see whether growth is actually profitable.
DTC finance is a cohort problem
For a direct-to-consumer brand, the whole business hinges on a simple race: does the contribution margin from a customer exceed what you paid to acquire them, fast enough? Answering that requires cohort-level retention and CAC, not a blended revenue line. Most spreadsheets cannot keep up.
Key term: Contribution margin. Net revenue minus all variable costs of a sale (product, freight, fees, fulfillment). It sets the ceiling on what you can afford to pay to acquire a customer.
What DTC FP&A software should do
- Consolidate the stack. Shopify, Amazon, and ad platforms into one model automatically.
- Cohorts and LTV. Retention curves and payback by acquisition cohort.
- CAC vs. contribution margin. The single test of profitable growth.
- Cash and inventory. Because even a pure DTC brand pays for stock up front.
The insight generic tools miss
Trevi, a DTC wellness brand, was spending more time pulling and cleaning data than understanding it. Once Shopify and Amazon were consolidated with cohort analysis, the team found customers bought smaller bundles more often, which meant better retention and stronger economics. They rebuilt merchandising around the insight. Mad Rabbit ran the same play in reverse and found a fifth of DTC customers were unprofitable after CAC.
The lesson is consistent: the number that changes a DTC strategy is almost never on the surface. It lives in cohorts, and you need software that surfaces it.
Where Drivepoint fits. Drivepoint is the AI finance platform built exclusively for consumer brands. It consolidates Shopify, Amazon, retail partners, and your GL into one live model in Excel, then answers what-if questions in minutes. Customers improve EBITDA margins by 6.7 points on average in their first year, and one exceptional finance person with Drivepoint replaces three without it.