Attribution Platforms: Triple Whale vs Northbeam vs Hyros
Triple Whale: default for DTC
Strong Shopify integration, approachable dashboards, reasonable price. Covers 90% of DTC attribution needs.
Northbeam: for the data-minded
Higher complexity, more customization, better methodology documentation. Worth it for brands with dedicated analytics teams.
Hyros: for paid-ad-heavy
Strongest at matching paid ad data to backend revenue. Expensive but ROI-positive for brands spending $50k+/month on paid.