Shopify Analytics Tools Compared: 2026 Guide
The Shopify analytics landscape has never been more crowded. Between native Shopify reporting, Google Analytics, and dozens of third-party platforms, store owners face an overwhelming choice. This guide gives an honest comparison of five established analytics tools for Shopify stores in 2026.
We're covering what each platform does well, where it falls short, and who should consider it. We cover what each platform does well, where it falls short, and who should consider it.
The Tools
Triple Whale
Triple Whale has become the go-to analytics platform for direct-to-consumer brands running serious money through Meta, Google, and TikTok ads. Their pixel-based attribution system tracks customers across platforms, giving you a clearer picture of which ads actually drive purchases-crucial when iOS privacy changes have made attribution increasingly difficult.
Beyond attribution, Triple Whale offers creative analytics that show which ad creatives perform best, AI-powered ad copy generation, and a unified dashboard that pulls data from your entire marketing stack. The platform excels at answering the question: "Where should I spend my next advertising pound?"
Strengths: Best-in-class multi-channel attribution, creative performance tracking, integrations with all major ad platforms including TikTok, comprehensive influencer tracking.
Weaknesses: Expensive (starts around £300/month and scales up quickly), complex setup requiring pixel installation and configuration, feature-heavy interface has a steep learning curve, complete overkill if you're not spending heavily on paid ads.
Pricing: From approximately £300/month, with higher tiers based on revenue and features.
Glew
Glew positions itself as an enterprise data platform rather than just a Shopify analytics tool. With over 170 integrations spanning e-commerce platforms, marketplaces, advertising channels, and business tools, Glew is built for retailers who sell across multiple channels and need a single source of truth.
The platform's custom report builder allows you to create virtually any analysis you can imagine, and its customer analytics go deep-lifetime value predictions, cohort analysis, product affinity analysis, and more. If you sell on Amazon, eBay, WooCommerce, and Shopify simultaneously, Glew is one of the few tools that can unify all that data.
Strengths: Widest integration library (170+ platforms), powerful custom reporting, works across multiple e-commerce platforms (not just Shopify), sophisticated customer segmentation, profit tracking with COGS support.
Weaknesses: Enterprise pricing (custom quotes, generally expensive), long onboarding process, requires a dedicated data team or analyst to extract maximum value, interface can feel overwhelming for smaller operations, more complexity than most single-channel Shopify stores need.
Pricing: Custom/enterprise pricing based on business size and needs.
Lifetimely
Lifetimely does one thing exceptionally well: helping you understand the long-term value of your customers. While other platforms focus on attribution or channel performance, Lifetimely centres its entire experience around LTV predictions, cohort analysis, and profitability metrics.
The platform calculates predicted lifetime value for customer segments, tracks cohort retention and repeat purchase rates, and factors in your actual costs (COGS, shipping, discounts) to show true profit, not just revenue. For subscription brands or stores where repeat purchases drive the business, this focus is invaluable.
Strengths: Excellent LTV prediction models, clear cohort analysis and retention tracking, proper profit calculation with COGS support, clean interface focused on what matters for repeat-purchase businesses, significantly more affordable than enterprise platforms.
Weaknesses: Limited channel attribution capabilities, no daily automated briefings or anomaly detection, fewer integrations than competitors (primarily Shopify-focused), not ideal if your business is heavily acquisition-focused rather than retention-focused.
Pricing: From approximately £50/month based on order volume.
Polar Analytics
Polar Analytics positions itself between the enterprise complexity of Glew and the attribution focus of Triple Whale. The platform offers multi-touch attribution models that help you understand the full customer journey across channels, not just last-click attribution.
Polar's interface is notably clean and modern, making complex data accessible. Their Meta and Google Ads integrations are particularly strong, with automatic data pulls and good handling of the attribution challenges those platforms present. The platform also offers solid e-commerce analytics beyond attribution-inventory forecasting, customer segmentation, and product performance.
Strengths: Sophisticated multi-touch attribution models, exceptionally clean and intuitive interface, strong Meta/Google integration, good balance of marketing and operational analytics, faster setup than enterprise platforms.
Weaknesses: Less focus on inventory and operational metrics than some competitors, fewer integrations than Glew, pricing puts it out of reach for smaller stores, attribution models require some understanding of analytics to use effectively.
Pricing: From approximately £300/month, scaling with business size.
Mocha Analytics
Mocha Analytics takes a different approach: instead of trying to be everything to everyone, it focuses specifically on Shopify stores using a standard marketing stack (Shopify + Google Analytics + Klaviyo + Google Ads). The entire platform is built around making setup fast and keeping the interface simple.
The standout feature is Pulse, an automated daily briefing that analyses your data overnight and delivers a plain-English summary each morning-what changed, what drove it, and what to watch. Rather than logging in to dashboards and building reports, you get the key insights delivered. For time-poor store owners, this saves real time.
Strengths: Fast setup (under 5 minutes), automated daily briefings reduce time spent in dashboards, unified view of Shopify + GA4 + Klaviyo + Google Ads + Meta Ads data, significantly more affordable than competitors (free tier available, paid plans from €49/month), Shopify-native OAuth makes connection secure and simple.
Weaknesses: No pixel-based attribution (relies on UTM parameters and platform data), fewer integrations than enterprise platforms (no TikTok, Amazon, etc.), not suitable if you sell across multiple platforms, smaller feature set overall - focused on the essentials rather than advanced analytics.
Pricing: Free tier for stores under 1,000 lifetime orders, paid plans from €49/month.
Comparison Summary
| Platform | Best For | Key Integrations | Attribution Type | Starting Price |
|---|---|---|---|---|
| Triple Whale | High ad spend DTC | Meta, Google, TikTok, Snapchat, Pinterest | Pixel-based multi-channel | ~£300/mo |
| Glew | Multi-platform enterprise | 170+ (Amazon, eBay, WooCommerce, etc.) | Platform-reported | Custom |
| Lifetimely | LTV & retention focus | Shopify, Meta, Google Ads | Limited (not the focus) | ~£50/mo |
| Polar Analytics | Marketing attribution | Shopify, Meta, Google, Klaviyo, Recharge | Multi-touch models | ~£300/mo |
| Mocha Analytics | Shopify-only simplicity | Shopify, GA4, Klaviyo, Google Ads, Meta Ads | UTM-based | €0/mo (free tier), €49/mo paid |
How to Choose
The right analytics platform depends entirely on your specific situation. These questions will narrow it down:
Choose Triple Whale if: You're spending £10,000+ monthly on paid advertising across multiple platforms and need sophisticated attribution to optimise that spend. The platform will pay for itself if it helps you reallocate even 5-10% of your budget more effectively.
Choose Glew if: You sell across multiple platforms (Shopify + Amazon + wholesale, for example) and need a single dashboard that unifies everything. The enterprise pricing makes sense when you have the revenue and team size to match.
Choose Lifetimely if: Your business model depends on repeat purchases and customer retention, not just acquisition. Subscription brands, consumables, or any business where LTV matters more than first-purchase attribution will find Lifetimely's focus valuable.
Choose Polar Analytics if: You want sophisticated marketing attribution without the full complexity of Triple Whale, and you're willing to pay for a premium product with a beautiful interface. Good for growing brands that have outgrown basic analytics but aren't yet enterprise-scale.
Choose Mocha Analytics if: You sell exclusively on Shopify, use a standard marketing stack (GA4, Klaviyo, Google Ads), want fast setup and simple ongoing use, and prefer automated insights over building custom dashboards. The free tier makes it risk-free to try.
Final Thoughts
There's no universally "best" analytics platform. Triple Whale is genuinely better than Mocha Analytics if you're spending six figures monthly on TikTok ads-but it's also massive overkill if you're running a £50,000/month store with minimal paid advertising. Glew's 170 integrations are powerful for the right business, but pointless complexity if you only sell on Shopify.
Match the tool to your actual needs: your store size, where you sell, how you acquire customers, and how much time you want to spend in analytics dashboards. The best platform is the one you'll actually use to make better decisions, not the one with the longest feature list.
Most of these platforms offer free trials. If you're torn between options, try them both. The right analytics tool should make your life easier, not give you more work to do.