Polar Analytics
All-in-one analytics, incrementality testing, and AI agents for Shopify brands
Polar Analytics is a Shopify app developer based in France that makes Polar:AI Platform for commerce, an analytics app on the Shopify App Store. It provides shopify analytics for merchants. Among the 15,357 Shopify brands over $5M that dtcmvp tracks, 299 (1.9%) run Polar:AI Platform for commerce, #8 of 442 analytics apps by that count. Its share is highest among Beauty & Personal Care (3%), Health & Wellness (2.8%) and Fashion & Apparel (2.6%) brands. It is rated 4.9 out of 5 from 116 reviews on the Shopify App Store. It carries Shopify's Built for Shopify badge. Polar:AI Platform for commerce has 1 plan on the Shopify App Store, at $750 a month. Some plans add usage charges on top, listed with each plan. It bills some charges outside the Shopify invoice.
Polar Analytics is a data platform for ecommerce brands. It pulls store, ad and marketing data into one place for reporting, incrementality testing and AI agents. Each brand gets its own Snowflake warehouse, one-click connectors and hundreds of pre-built metrics. Polar also sends fuller conversion data to Meta and Google Ads, and recovers audiences Klaviyo misses. Its MCP feeds the same clean data to Claude and other AI tools. More than 4,000 brands and agencies use Polar. The Feed used its Causal Lift testing to save $25K in Google Ads spend.
What Polar Analytics does for Shopify brands
- Incrementality testing flags ad spend not driving true lift, cuts waste without losing revenue
- Cleaner attribution exposes over-credited channels like brand search & low-lift retargeting
- Klaviyo Audiences enrichment recovers abandoners missed post-iOS, triggers net-new flows
- 17+ data sources consolidated into one platform, replaces manual spreadsheet reporting
Overview
Polar Analytics sells a data platform for Shopify and other ecommerce brands and agencies. It connects data from ads, email, payments and other tools into one place, with a Snowflake data warehouse, reporting, and AI agents. This lets a merchant view and act on its data in one system instead of across separate tools.
- Built for
- Ecommerce and DTC brands, agencies, omnichannel sellers and enterprise brands, including Shopify merchants, with an enterprise page addressing 9-figure brands.
- Pricing
- The Core Plan on the Shopify App Store starts at $750/month, based on online GMV, with discounts for annual terms. The listing also shows a free plan. The website prices by annual GMV, offers a Custom Plan, and sends quotes through a demo booking.
Products
- Business Intelligence Analytics, alerts and reporting, with dashboards, custom reports, multi-touch attribution, goal tracking and scheduled reports.
- Incrementality Testing Lift tests on Meta, Google, TikTok or TV campaigns, run with a dedicated data scientist.
- Klaviyo Audiences Identifies missed abandonment events Klaviyo cannot track, to re-engage shoppers.
- Advertising Signals Sends conversion events to Meta and Google Ads through their conversion APIs.
- Polar MCP Gives AI tools such as Claude access to commerce data from a governed data layer.
- AI Data Engineer Connects data sources by reading their APIs, based on a described request.
Integrations
Buyer notes
- All plans include a Dedicated Success Manager, a Slack channel and live chat support.
- All plans include unlimited users and unlimited historical data.
- Some connectors may carry a low additional cost depending on connector complexity and business size.
- A demo with sample data is available without signup or a call.
From Polar Analytics's own site and Shopify App Store listings, as of 2026-10-20.
Among Shopify brands over $5M
Share of each sector's brands running it, where that beats the overall rate.
On the Shopify App Store
Polar:AI Platform for commerce
4.9 · 116 reviewsBuilt for ShopifyFree planPaid from $750/moOn 1.9% of brands over $5MLaunched 2020AnalyticsPolar Analytics is a go-to Shopify analytics app for e-commerce businesses seeking powerful data analysis and reporting solutions. Get started in minutes.
Pricing
Core Plan, from$750/monthPricing based on online GMV. Discounts available for annual terms.
- Business Intelligence
- Klaviyo Audiences
- Advertising Signals
- Polar MCP
- +3 more
Some charges are billed by the developer outside your Shopify invoice.
Ratings, reviews, plans, prices and descriptions as the Shopify App Store lists them. how we count.
Alternatives to Polar Analytics
The most used analytics apps among Shopify brands over $5M.
| App | Brands over $5M | App Store |
|---|---|---|
| Microsoft Clarity | 19.4% | 4.6 · 2,391 |
| Triple Whale | 16.3% | 4.1 · 92 |
| Lucky Orange Heatmaps & Replay · Lucky Orange LLC | 5.3% | 4.6 · 899 |
| Blotout EdgeTag · Blotout | 4.1% | 4.7 · 26 |
| Stape Conversion Tracking · Stape | 2.9% | 4.3 · 42 |
| Connectif · Connectif Artificial Intelligence, S.L. B05509641 | 2.1% | 4.3 · 4 |
Often used with Polar Analytics
What its brands run more often than Shopify brands over $5M do overall.
- impact.com Affiliate Marketing94.6% of its brands · 18x average
- Visually A/B Testing & CRO10.4% of its brands · 3.9x average
- OrderEditing.com11.7% of its brands · 3.8x average
- KNO Post Purchase Surveys11.4% of its brands · 3.4x average
- Intelligems23.7% of its brands · 3.2x average
What Shopify apps does Polar Analytics make?
Polar Analytics has 1 app on the Shopify App Store: Polar:AI Platform for commerce.
How many Shopify brands use Polar Analytics?
Among the 15,357 Shopify brands over $5M that dtcmvp tracks, 299 (1.9%) run Polar:AI Platform for commerce, #8 of 442 analytics apps by that count. Its share is highest among Beauty & Personal Care (3%), Health & Wellness (2.8%) and Fashion & Apparel (2.6%) brands.
What are the alternatives to Polar Analytics?
The most used analytics apps among Shopify brands over $5M, after Polar Analytics: Microsoft Clarity (19.4%), Triple Whale (16.3%), Lucky Orange Heatmaps & Replay (5.3%), Blotout EdgeTag (4.1%), Stape Conversion Tracking (2.9%) and Connectif (2.1%).
What do Polar Analytics's brands use alongside it?
Of the brands running Polar Analytics, 94.6% also run impact.com Affiliate Marketing, 10.4% also run Visually A/B Testing & CRO, 11.7% also run OrderEditing.com, 11.4% also run KNO Post Purchase Surveys and 23.7% also run Intelligems. Each is at least 3.2 times as common among them as across all brands over $5M.
How is Polar:AI Platform for commerce rated?
Polar:AI Platform for commerce is rated 4.9 out of 5 from 116 reviews on the Shopify App Store.
How much does Polar Analytics cost?
Polar:AI Platform for commerce has 1 plan on the Shopify App Store, at $750 a month. Some plans add usage charges on top, listed with each plan. It bills some charges outside the Shopify invoice. Polar:AI Platform for commerce: Core Plan, from, $750/month (Pricing based on online GMV. Discounts available for annual terms).
