Attribution & Analytics
Why Revenue-Based ROAS Can Hide an Unprofitable Business
Revenue-based ROAS treats every dollar of sales as equally valuable. Real ecommerce products rarely work that way.
Different products create different contribution
Product A: $100 revenue, $70 contribution before ads.
Product B: $100 revenue, $20 contribution.
A campaign producing 400% ROAS on Product B may be worse than 250% on Product A.
Discounts and returns change retained value
Platform revenue is usually recorded at purchase. Deep discounts, refunds and shipping subsidies can reduce what the business ultimately keeps.
Existing customers can inflate efficiency
Returning-customer orders can appear in platform revenue despite much of the demand already existing.
Add a contribution view
Track platform ROAS for optimization, but add:
- contribution after ads
- new customer CPA
- margin by product
- refund-adjusted revenue
- blended marketing efficiency
The purpose is not to abandon ROAS. It is to stop treating it as the final profit metric.
Want to know what the number actually means?
If your revenue and ROAS are growing faster than actual profit, send us an inquiry. We can help identify where the economics diverge.