Profit and attribution tools stitch ad spend, Shopify orders, and margins into one view so you can see which channels actually make money. Compare attribution models, how fresh the data is, and pricing, which usually scales with ad spend or GMV.
All-in-one Shopify attribution and creative analytics platform - first-party pixel, AI-powered insights, and a daily operating dashboard for DTC operators.
Starting price: Free Founders Dash (first-party pixel, last/first-click attribution, real-time dashboard); paid plans start around $179/mo (floor price at minimum GMV - scales steeply with annual GMV; verify at triplewhale.com/pricing) · as of June 2026
Free plan: Yes
Best for: Shopify DTC brands earning $1M-$40M annually, spending $15K+/mo on paid media
Enterprise multi-touch attribution platform for high-spend DTC brands - the most accurate MTA at $50K+/mo ad spend, with a $1,500/mo floor price.
Starting price: Starter at $1,500/mo (official pricing page; one secondary source showed $999/mo - treat $1,500 as verified floor); Professional and Enterprise are custom-quoted · as of June 2026
Free plan: No
Best for: DTC brands spending $50K+/mo on paid acquisition, $40M+ annual revenue, with internal analytical resources
Full data stack for Shopify DTC - Snowflake warehouse + multi-touch attribution + BI + AI agents, with 45+ connectors and full SQL access.
Starting price: Starting around $300-$750/mo depending on GMV - pricing sources conflict significantly (App Store shows $750/mo; G2 shows $300/mo; Polar's own page cited ~$400/mo); verify directly with a quote · as of June 2026
Free plan: No
Best for: Shopify brands doing $1M-$20M+ GMV wanting a true data stack with owned data infrastructure