Best Shopify Data & Analytics Apps

Mouseflow

Session replay, heatmaps, and funnel analytics for ecom CRO

Tydo

Operator-friendly analytics and custom reports for Shopify, Klaviyo, and Meta that unify data and surface revenue-accelerating actions

Tresl

AI customer segmentation that syncs to Klaviyo and 20+ marketing channels

Triple Whale

All-in-one DTC intelligence platform with attribution, analytics, and AI agents

Tatari

Convergent TV ad platform for buying and measuring Streaming, Linear, and Online Video in one place

Snowplow

First-party behavioral data infrastructure for analytics and AI

Source Medium

Managed BigQuery data platform with attribution, dashboards, and an AI analyst for DTC brands

Simon Data

AI-first customer data platform that personalizes marketing across every channel

AI-powered competitive intelligence for ecommerce brands (pricing, ads, campaigns, assortment)

ShopifyQL Notebooks

Native analytics and data querying for Shopify Plus merchants

SearchSpring

Enterprise site search, merchandising, and feed management for ecommerce

Segment

Customer Data Platform that collects, unifies, and activates first-party data across 700+ tools

RudderStack

First-party customer data infrastructure for Shopify brands

Rockerbox

Unified marketing measurement combining MTA, MMM, and incrementality testing for mid-market and enterprise DTC

Report Pundit

Custom Shopify reports, automated delivery, and multi-app data in one place

Polar Analytics

All-in-one analytics, incrementality testing, and AI agents for Shopify brands

Podsights

Pixel-based attribution for podcast advertising (now Spotify Ad Analytics)

Peel

Cohort, retention, and LTV analytics for subscription DTC brands

Northbeam

Multi-touch attribution and incrementality testing for DTC paid media

Mixpanel

Product analytics that helps ecommerce teams find conversion bottlenecks and improve retention

Lifetimely

LTV, profit, and cohort analytics for Shopify brands (now part of AfterShip's Amp platform)

Littledata

Server-side conversion tracking for Shopify brands using GA4, Meta, Google Ads, and Klaviyo

Lifesight

Marketing measurement platform combining MMM, incrementality testing, and AI-driven budget optimization

KnoCommerce

Post-purchase surveys for zero-party customer data and attribution

Hyros

AI ad tracking and attribution that catches conversions the pixel misses

Hark

AI voice-of-customer platform that collects video, audio, and text feedback and surfaces actionable insights

Heap

Automatic product analytics that captures every user interaction and reveals where your funnel breaks

Grapevine

Post-purchase and email surveys for Shopify, with unlimited responses for attribution, NPS, and CSAT

Glew

Ecommerce BI platform for multi-store analytics, cohort, LTV, and cross-channel reporting

FullStory

Behavioral analytics and session replay that finds friction, errors, and lost revenue across your digital experience

Finsi

AI growth team that unifies subscription data and executes retention, ads, and email actions

Fairing

Post-purchase attribution surveys that tell you where customers actually came from

Shopify CRO consulting driven by customer research and A/B testing

Elevar

Server-side tracking and data layer for Shopify that feeds cleaner conversion signals to ad platforms

Dynamic Yield

Enterprise personalization, recommendations, and experimentation (Mastercard-owned)

Decile

AI-powered customer analytics, personas, and predictive segmentation for DTC

Daasity

Connect your DTC, retail, and marketing data in one view.

Convert

A/B testing and experimentation platform for mid-market ecommerce

Microsoft Clarity

Free behavioral analytics with session recordings, heatmaps, and AI-powered UX insights for Shopify stores

Better Reports

Custom reporting and automated data delivery for Shopify merchants

Amplitude

Digital analytics, A/B experimentation, and session replay in one platform

Airboxr

Automated spreadsheet reports and analytics for DTC brands