Shopify Analytics Apps Beyond Google Analytics

GA4 is useful, but it was not built for ecommerce operations. It tells you what pages are visited but struggles to answer the questions that actually drive decisions: which customers have the best LTV, what is my true CAC by channel, which product combinations drive repeat purchase? These answers require purpose-built ecommerce analytics.

Glew.io

Glew is one of the most comprehensive ecommerce analytics platforms available for Shopify. It pulls data from your store, ad channels, email platform, and inventory systems to give a unified view of performance. Its cohort analysis — showing how customer behaviour changes over time — is particularly valuable for subscription and repeat-purchase brands.

Triple Whale

Triple Whale has become the de facto standard for DTC brands running paid social. Its pixel provides first-party attribution that survived iOS 14 changes, and its Sonar product gives survey-based attribution data to supplement modelled numbers. The summary dashboard is excellent for founders who want a single-number daily pulse.

Northbeam

Northbeam is the analytics platform of choice for higher-volume DTC brands spending £50K+ per month on paid media. Its multi-touch attribution model is more sophisticated than last-click GA4, and its media mix modelling feature helps allocate budget across channels more efficiently. It comes with a premium price tag to match.

• Glew — best for comprehensive store analytics and cohort analysis
• Triple Whale — best for paid social attribution and DTC dashboards
• Northbeam — best for advanced multi-touch attribution at scale
• Lifetimely — best for LTV and profitability analysis
• Polar Analytics — strong data warehouse approach, great for tech-savvy teams

Starting Point Recommendation

For most Shopify brands under £1M, Glew's Standard plan covers the essential bases. For brands spending heavily on Meta and Google, add Triple Whale. At £2M+ with significant paid media, Northbeam justifies its cost. In all cases, supplement with Shopify's native analytics for operational data — it remains excellent for inventory, fulfilment, and product reporting.