Marketing Attribution Software: Triple Whale vs Northbeam vs Polar
Three best tools for DTC attribution in 2026. Here is the honest comparison.
Triple Whale
Strongest at Shopify-native data, polished UI, strong creative analytics. Best for Shopify brands $1M to $20M GMV who want fast time-to-value.
Northbeam
Stronger statistical modeling, better for $5M+ brands needing media-mix modeling. Steeper learning curve. Better for analyst-led teams.
Polar
Newest of the three, lowest price point, decent feature set. Good fit for smaller brands that need attribution but cannot justify $2K+/mo.
What We Pick For Clients
Triple Whale for most. Northbeam when complexity warrants. Polar for early-stage brands. All three beat raw Meta + Google attribution by 30 to 70% depending on channel mix.