Ecommerce analytics combines store, product, customer, advertising and payment data with AI-assisted actions.
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Best Ecommerce Analytics Software 2026
Ecommerce analytics software helps store teams review sales performance, marketing attribution, customer cohorts, product margins and profitability. This list is for buyers comparing the measures, pricing terms and access methods that makers publish.
The page presents tools with their published figures and feature details. Its ordering can change, and no ranking basis has been published; compare the same fields across products before choosing.
Triple Whale
Ecommerce analytics for stores, with app, API, browser extension, iOS, Android and web access.
AndroidiPhone & iPadWeb+2Helium 10
Ecommerce product, keyword, ad, listing, analytics and operations tools for Amazon, TikTok Shop, Walmart and other marketplaces.
AndroidiPhone & iPadWeb+1sellerboard
Amazon seller software with profit analytics showing sales, costs, refunds, payouts, net profit and business KPIs.
AndroidiPhone & iPadWeb+1TrueProfit
Shopify net profit analytics with dashboards, profit-and-loss reports, COGS, shipping and operating-cost rules.
AndroidiPhone & iPadWeb+1Shopify profit analytics that attributes product, shipping, payment, tax and ad costs to orders.
Web and mobile tools for Amazon sellers, including sales analysis, inventory, pricing, messaging and notifications.
Server-side Shopify conversion tracking that enriches events with first-party data for connected marketing platforms.
Walmart.com growth software with a Chrome extension that analyzes results, sales estimates and Amazon selling signals.
Online store analytics with reports for products, checkout, ads, traffic, customers, orders, conversion, SEO and mobile.
AI profit analyst for Shopify brands covering profit, acquisition, retention, products, customers and journeys.
Bulk supplier price-list analysis for Amazon, calculating fees, ROI, margins, sales rank and shipping costs.
AI Amazon listing platform that scores, engineers, publishes and monitors listing content and changes.
Amazon ecommerce intelligence with product research, keyword tracking and listing optimization tools.
Amazon seller software tracking keyword and competitor rankings with listing conversion checks.
eComEngine helps Amazon sellers request reviews, watch feedback, and manage profit and inventory tools on the web.
eCommerce profit analysis with live P&L, store comparisons and cost tracking on web and API.
Amazon and Walmart seller tools cover review requests, listing alerts, sales and profit analytics on web.
Amazon analytics and monitoring for sales, costs, profits, listings, inventory, Buy Box, competitors and ads.
Amazon product research and market data tools for evaluating products, niches, competition and sourcing.
Customer intelligence platform combines identity, attribution, KPI, cohort and LTV analytics on web and API.
SegMetrics follows customer paths from first contact to conversion, revenue and lifetime value across channels.
E-commerce measurement combines attribution, marketing mix models and contribution profit analysis on web and API.
Amazon business suite with profit reporting, review requests, buyer messages and customer outreach tools.
Peel automates Shopify cohort, product, customer-journey and segment reports with ready-made dashboards on the web.
Before you choose
Check plans and trial terms
Look for a free plan if you need to begin without a subscription. A free trial can provide a separate way to evaluate a paid product.
Pricing notes may show a starting monthly price, an annual billing condition, a per-user rate, or pricing on request. Match the billing model to your store budget.
Match your working platform
Web access appears across the list, while some tools also offer an API, browser extension, iOS app or Android app. Choose the access method that fits your workflow.
If your process needs system-to-system connections, check for API access. If you work in a browser or on a phone, confirm that the listed access type supports that use.
Compare attribution and storefronts
Storefront platform support helps determine whether a tool can connect to your commerce setup. Marketing attribution shows how a product describes the path from promotion to purchase.
Review both fields together when you need to connect storefront activity with campaign results.
Review profit detail
Profitability reporting and product margin tracking address different views of store performance. Check which view matches the decisions you need to make.
A tool can also include customer cohorts, which groups customers for performance comparisons over time.
Check retention and refresh
Data retention tells you how long information remains available. Data refresh frequency tells you how often reported figures can update.
Compare these fields with your reporting schedule so the software's history and update timing fit your work.