Ecommerce analytics tools: 16 picks, sorted by the job they do

Ecommerce analytics tools fall into four groups that answer different questions: analytics for your own store, research tools for marketplace sellers, competitor price and digital shelf monitoring, and raw data APIs you build your own analysis on. Choose the group that matches your question first, then compare tools inside that group.

A store analytics tool cannot tell you a competitor's price, and a price tracker cannot tell you why your checkout conversion fell. This guide groups 16 tools by job. Prices are the entry prices each vendor publishes on its own site, checked on 14 October 2026. Where a vendor does not publish a price, we say so.

What are the four kinds of ecommerce analytics tools?

Which tools analyze your own store?

These tools measure visitors and orders on your own site. They only see your own data.

Google Analytics 4. Google's web and app analytics product, with ecommerce event tracking. Best for: traffic sources, funnels and conversion tracking on any store platform. Pricing: Google describes Google Analytics as free of charge. The paid Analytics 360 edition has no price published on that page. Source

Shopify Analytics. The reports built into every Shopify plan. Best for: Shopify merchants who want sales, product and customer reports without another tool. Pricing: included in Shopify plans. Shopify's pricing page lists "200+ real-time reports, plus custom analytics" on all four plans, with Basic at US$25 per month billed monthly or US$19 per month billed annually (US prices shown on 14 Oct 2026; Shopify may show other prices in other countries). Source

Triple Whale. An analytics and attribution platform for ecommerce brands, with its own pixel and an AI assistant called Moby. Best for: brands spending on paid ads that want multi-touch attribution and one view of ad, store and subscription data. Pricing: a Free plan is listed. The paid plans (Foundation, Automate, Enterprise) have no published price; the page asks you to book a walkthrough or contact sales. Source

Which tools research marketplaces like Amazon and TikTok Shop?

These tools show what sells on a marketplace, using listing data plus the vendor's own sales estimates. They are built for sellers choosing products and keywords.

Jungle Scout. Amazon product and keyword research for sellers. Best for: Amazon sellers finding products and tracking competitors. Pricing: the Catalyst plans for sellers under US$1M in annual revenue start with Starter at US$49 per month billed monthly or US$29 per month billed annually. There is no free trial; standard Catalyst plans have a 7-day money-back guarantee. The Cobalt product for larger businesses has custom pricing. Source, terms

Helium 10. A suite of research, listing and advertising tools for Amazon sellers. Best for: sellers who want keyword research and listing tools in one subscription. Pricing: Helium 10's pricing page lists Platinum at US$129 per month billed monthly or US$99 per month billed yearly. Check the pricing page before you buy, because third-party write-ups show older plans and prices.

Kalodata. A TikTok Shop analytics tool covering products, shops, creators, videos and livestreams. Best for: TikTok Shop sellers, brands and affiliates looking for trending products and creators. Kalodata states that some figures, such as transaction amounts, can differ from real-world numbers. Pricing: not published publicly; the pricing link leads to a sign-up page. A 7-day free trial with no credit card is offered. Source

FastMoss. A TikTok Shop data platform with product research, creator analysis, ad and LIVE monitoring. Best for: TikTok Shop product research with export limits that scale by plan. Pricing: Basic is US$49 per month billed monthly (a first-month discount was shown on 14 Oct 2026). An Enterprise API plan is priced on request. Source

Which tools monitor competitor prices and the digital shelf?

Simple tools track prices on competitor URLs you choose. Larger suites also measure search rank, content and availability across retailers, which is called digital shelf analytics. For the method behind both, see our price monitoring guide.

Prisync. Competitor price tracking and dynamic pricing software. Best for: small and mid-size stores tracking a known list of competitor URLs. Pricing: the URL-based Professional plan is US$99 per month for up to 100 products. A 14-day free trial needs no credit card. API access costs an extra 20% of the subscription. Source

Price2Spy. A competitor price monitoring platform with MAP monitoring, marketplace monitoring and an optional repricing module. Best for: retailers and brands that want monitoring plus MAP checks and help with product matching. Pricing: no prices are published on the pricing page. Starter and Basic offer a free trial; Premium is "price upon request". Source

DataWeave. An ecommerce analytics provider with pricing intelligence, assortment analytics, digital shelf analytics and content optimization. Best for: retailers and brands that need competitor pricing across locations and currencies, matched by AI. Pricing: not published; demo on request. Source

Profitero. A digital shelf analytics company (branded Profitero+) with products for digital shelf monitoring, Amazon sales and share estimates, and content optimization. It says it reports on 1,400+ retailers daily. Best for: consumer brands that sell through many retailers. Pricing: not published; demo on request. Source

Which data APIs and scrapers can you build your own analytics on?

These tools return the data and leave the analysis to you, in a database, a BI tool or an AI agent. If you are weighing building a collector yourself, our build vs buy comparison covers the trade-offs.

Apify. A platform for running ready-made and custom scrapers ("Actors"), with an ecommerce category in its store. Best for: developers who want a large catalog of prebuilt scrapers for many sites. Pricing: a Free plan includes US$5 of platform usage per month; Starter is US$19 per month. Source, ecommerce Actors

Bright Data. A web data company offering a Web Scraper API with prebuilt scrapers, ready-made datasets and ecommerce insights. Best for: high-volume data collection across many sites. Pricing: the Web Scraper API is US$1.50 per 1,000 records pay-as-you-go, with a free tier of 5,000 records per month and a Scale plan at US$499 per month. Source

Rainforest API (Traject Data). A real-time Amazon product data API covering product details, reviews, prices, Buy Box, sellers, deals and search. Best for: developers who need structured Amazon data across Amazon marketplaces. Pricing: published, credit-based. On 14 Oct 2026 the product page listed Starter at US$66 per month billed annually for 10,000 credits. A free trial is offered. Source

Canopy API. An Amazon product data API with REST, GraphQL and an MCP server. Best for: developers and AI agents that need Amazon product, price, review and sales-estimate data. Pricing: a free Hobby plan with 100 requests per month; pay-as-you-go at US$0.01 per additional request; Premium from US$99 per month with 20,000 requests. Source

datawebot. Turns supported store URLs into structured product and variant records as JSON or CSV, through a web app or an HTTP API. Best for: teams that want a Shopify store's catalog as clean data. Coverage is limited today: store extraction works for Shopify stores only. Pricing: one credit per page visited, whatever the number of products on it; one-time credit top-ups from US$10 (10,000 credits), no subscription, and 100 trial credits for new accounts. Source

How do you choose the right ecommerce analytics tool?

Three checks apply in every group:

1. Know where the numbers come from. Store analytics measure your own data. Marketplace sales figures from third-party tools are estimates. Treat them as direction, not accounting.
2. Price your real volume. Monitoring tools price by products tracked; APIs by request, record or credit. Estimate a month of usage before comparing entry prices.
3. Check coverage first. Run a free trial on the exact products and sites you care about.

For a deeper look at competitor analytics for ecommerce, read how to track competitor pricing across multiple retailers and ecommerce data for market research.

Where does datawebot fit?

datawebot is a data tool, not an analytics dashboard. It turns supported store URLs into structured product and variant records for people and AI agents, so you can feed the data into your own spreadsheet, database or analysis. It has an HTTP API with an OpenAPI spec and an llms.txt for agents (connect your agent). Today, store extraction works for Shopify stores only; see the Shopify product data API page. New accounts get 100 trial credits with no card required. If you need attribution, marketplace sales estimates or a ready-made pricing dashboard, the tools in groups 1 to 3 above are the better fit.

Frequently asked questions

What is the best ecommerce analytics tool?

There is no single best tool, because the four groups answer different questions. For your own store, GA4 is free and works on any platform. For Amazon research, Jungle Scout and Helium 10 are the common choices. For competitor prices, Prisync and Price2Spy are built for that job. For raw data, choose an API that covers the sites you need.

Is Google Analytics enough for ecommerce?

Google Analytics covers traffic, funnels and conversions on your own site, and Google describes it as free. It does not show competitor prices or marketplace sales. Tools such as Triple Whale sell multi-touch attribution as a separate product.

What is the difference between an ecommerce analytics platform and a data API?

An analytics platform gives you finished reports and dashboards. A data API gives you the records, such as products, prices and reviews, as JSON or CSV, and you build the analysis.

How do competitor analytics tools for ecommerce get their data?

They read publicly visible product pages on competitor and retailer sites, match the same product across sites and record changes over time. Ask each vendor how often data refreshes and how they match products.

Are ecommerce analytics tools free?

Some have free tiers: Google Analytics, Triple Whale's Free plan, Apify's Free plan, Bright Data's Web Scraper API free tier and Canopy API's Hobby plan. Several others offer free trials, including Prisync, Price2Spy, Kalodata and FastMoss. Enterprise digital shelf suites such as DataWeave and Profitero do not publish prices.