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Our tool directory includes partners. We may make money when you click the links on our site. About Us.

Best 18 Cohort Analysis Apps For Shopify

Cohort analysis tools allow D2C brands to group customers based on shared characteristics or behaviors and analyze their performance over time. This helps brands track how different customer segments behave after specific marketing efforts or product launches. By understanding customer behavior in cohorts, brands can tailor retention strategies and improve long-term engagement. It’s a powerful way to dig deeper into customer trends and refine marketing strategies.

RECOMMENDED TOOL

Klaviyo

Klaviyo is the best in class email marketing solution for eCommerce. It's powerful because it connects to your store, and you can create awesome customer segments based on past purchasing behaviors, customer preferences, and even future predictions of spending.

Used By 1445 Brands
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RECOMMENDED TOOL

Lifetimely

Lifetimely is a robust analytics tool designed for direct-to-consumer (D2C) brands using Shopify. It provides detailed insights into customer lifetime value (LTV), profit and loss tracking, and predictive analytics. The platform allows businesses to integrate various data sources, customize dashboards, and benchmark performance against industry standards. With Lifetimely, brands can make data-driven decisions to enhance profitability and customer retention.

Used By 71 Brands
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Triple Whale

The central source of truth for your eCommerce store, view all your meaningful data from a customizable dashboard or mobile app. In addition to all that, the Triple Whale pixel gives you accurate first/last click attribution to help increase your ROI on ad spend.

Used By 175 Brands
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Fairing

Fairing is a post-purchase survey tool that gets category-leading response rates. With Fairing's Question Stream, over 3,000 DTC brands and 2,000 Shopify Plus brands are getting 40-80% response rates on their post-purchase survey, leading to better data about their sources of growth, their customers, and the potential for future improvements.

Used By 192 Brands
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RedTrack

Accurately track FaceBook, TikTik, Google, Taboola, partner campaigns, and affiliates. Get real-time cost updates and revenue attribution up to ad level. If your channels generate clicks - RedTrack.io can track and measure them. RedTrack is a privacy- friendly, ad-block resistant productivity tool with which customers own the data, not only the reports.

Used By 0 Brands
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Kno Commerce

Deploy surveys in minutes to better understand your customers. Build audiences with your order and response data and sync the information and Shopify & Klaviyo to leverage the insights.

Used By 51 Brands
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Northbeam

Northbeam is a universal attribution platform for media buyers, business executives, and marketing agencies that want to know exactly how their ad spend is performing – and how to improve it. We combine sophisticated data cleansing and stitching with proprietary ML models to create hourly, channel-agnostic reports so you can scale with confidence.

Used By 288 Brands
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Heap

Heap is an analytics tool that automatically captures all user data on your site. A single snippet grabs every click, swipe, tap and pageview. Heap lets you learn everything about your customers: Who they are, what they do on your site and what actions correlate with conversion & retention.

Used By 77 Brands
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Matomo

Matomo is a Google Analytics alternative that protects your data and your customers' privacy without asking for consent. Matomo helps you get more accurate data, less annoyed customers seeing consent screens, and ultimately more sales.

Used By 64 Brands
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Peel

Peel is a retention analytics platform that provides the insights to grow and nurture your customers. Peel upgrades your analytics with a full suite of automated DTC metrics. In a single click, you can view your LTV, AOV, measure your ROI, and get RFM analysis, Cohort Analysis for both Revenue and Retention. Daily Reports via Slack & Email keep your team up to date on what metrics are trending in your data. Get deeper insights on customer behavior, product purchasing patterns, subscriptions, and dozens of filters that allow you to segment your data and build Audiences for better marketing & measurement.

Used By 50 Brands
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Glew

Business intelligence, built for ecommerce. Connect, transform and visualize all your data in one place. Get powerful insights to grow your business through intuitive dashboards, automated reports and more.

Used By 50 Brands
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Mixpanel

Mixpanel is a tool that allows you to analyze how users interact with your website. It’s designed to make teams more efficient by allowing everyone to analyze user data in real-time to identify trends, understand user behavior, and make decisions about your product.

Used By 48 Brands
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RockerBox

Rockerbox is an attribution platform and the single source of truth for your data. Rockerbox centralizes all of your marketing spend and campaigns (paid, organic, digital and offline) so you can trust the data.

Used By 39 Brands
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Polar Analytics

Polar Analytics is a full-stack Business Intelligence tool built for Consumer Brands. It enables DTC marketers to seamlessly combine data from marketing platform like Shopify, Recharge, GA, Facebook Ads, Klaviyo, etc. to make the right data-driven decisions on CAC & LTV faster.

Used By 36 Brands
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Hyros

HYROS stands for Hyper-Accurate Ad Tracking For Digital Businesses. It provides unparalleled insight into the customer journey by allowing brands to track and view every click and purchase customers make.

Used By 22 Brands
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Source Medium

Famous for their data skills, SourceMedium has a full-suite of tools but are most famous for their Slack reports which send you clear and actionable daily reporting from data pulled straight from Shopify. The metrics are calculated based on your store's default timezone and currency.

Used By 22 Brands
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Lebesgue

Lebesgue: AI CMO helps Shopify (and WooCommerce) e-commerce brands make smarter marketing decisions by combining their own ad, sales, and inventory data with market trends and competitor activity. It offers lifetime value (LTV) and cohort analysis, creative feedback, competitor ad and email strategy tracking, and first-party attribution via “Le-Pixel.” Plans include a free tier plus paid plans (starting ~$59-79/month) with features like stock alerts, budget optimization, attribution models, and enriched data. 5,000+ Shopify stores use it; it integrates with Meta, Google, TikTok, Klaviyo, and others; it supports you with actionable dashboards and anomaly detection.

Used By 0 Brands
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