Best Shopify Analytics & Attribution Apps 2026
Post-iOS14, accurate attribution is the difference between scaling confidently and wasting ad spend. First-party pixel tools replace broken last-click attribution with multi-touch models that actually reflect reality.
Quick Comparison
| App | Free Plan | Starting Price | Our Score |
|---|---|---|---|
| #1 Triple Whale | — | $129/mo | 8.7/10 |
| #2 Northbeam | — | $300/mo | 8.2/10 |
Detailed Rankings
Triple Whale
Ecommerce analytics and attribution platform
Best for $1–10M stores — solid multi-touch attribution, creative analytics, and cohort LTV at a fair price ($129/mo).
Stores spending $10K+/mo on ads that need accurate cross-channel attribution
Northbeam
Enterprise-grade multi-touch attribution
Best for $10M+ brands — most sophisticated ML attribution models, custom attribution windows, and enterprise features.
High-spend brands ($50K+/mo ad spend) needing the most sophisticated attribution
How We Ranked These Apps
Rankings are based on: App Store rating & review volume (30%), pricing value (20%), feature depth (20%), Shopify-native integration quality (15%), and community/support quality (15%). We update rankings regularly as apps release new features and pricing changes.
Frequently Asked Questions
What is the best analytics app for Shopify?
Triple Whale is the best analytics app for most Shopify stores doing $1–10M/yr. For stores spending $100K+/mo on ads, Northbeam's more sophisticated ML attribution is worth the higher cost.
Do I need a paid attribution tool if I have GA4?
GA4 uses last-click attribution by default, which severely undercredits top-of-funnel channels (Meta, TikTok) after iOS14. First-party pixel tools like Triple Whale and Northbeam provide significantly more accurate multi-touch attribution.
How much does Triple Whale cost?
Triple Whale starts at $129/mo for stores up to $1M ARR. Growth is $279/mo (up to $5M ARR) and Pro is $499/mo (up to $25M ARR).