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  4. Polar: AI‑Analytics Platform

Polar: AI‑Analytics Platform

by Polar Analytics

4.9

(101 reviews)

47/100 · Mixed signals$750/month
Best suited for stores using Amazon, Google Analytics and Klaviyo, which it integrates with and with a budget from $750/mo.

A multichannel AI analytics platform built to unify your ecommerce data and actively grow revenue. Centralize 45+ data sources in one dashboard. Track profit and loss, acquisition (ad spend, blended CAC, ROAS, MER, top-performing ads), retention (LTV, cohorts), merchandising (product performance, inventory) with out-of-the-box dashboards—or build custom metrics and reports. Polar even grows your revenue by recovering Klaviyo’s missed store abandoners, enriching ads for better ROAS with server-side attribution, and building 1:1 customer journeys on Klaviyo that test & optimize themselves. Centralize 45+ data sources in one dashboard. Track profit and loss, acquisition (ad spend, blended CAC, ROAS, MER, top-performing ads), retention (LTV, cohorts), merchandising (product performance, inventory) with out-of-the-box dashboards—or build custom metrics and reports. Polar even grows your revenue by recovering Klaviyo’s missed store abandoners, enriching ads for better ROAS with server-side attribution, and building 1:1 customer journeys on Klaviyo that test & optimize themselves. more 1-click integrations: Shopify, Amazon, Google, Meta, Tiktok, Klaviyo, and more Custom reports & KPIs: Spend, CAC, LTV, ROAS, CVR, Cohorts, Inventory, and more Missed revenue detection: Recover Klaviyo’s lost abandoners automatically Attribution accuracy: Track more conversions with Polar’s server-side pixel Omnichannel reporting: One view across brands, stores, markets and channels

Copy from the Shopify App Store listing, unedited.
View on ShopifyCompare the plansSee the scorecard
Who it’s for
Ads
What it moves
Top line

conversion rate and average order value

What it costs
From $750/mo

1 tier

How it’s supported
47/100

Mixed signals · from 101 reviews

What it does

1-click integrations: Shopify, Amazon, Google, Meta, Tiktok, Klaviyo, and more

Custom reports & KPIs: Spend, CAC, LTV, ROAS, CVR, Cohorts, Inventory, and more

Missed revenue detection: Recover Klaviyo’s lost abandoners automatically

Attribution accuracy: Track more conversions with Polar’s server-side pixel

Omnichannel reporting: One view across brands, stores, markets and channels

Plan fit
One plan, no tiers to choose between

This developer publishes a single plan ($750/month), so plan choice does not arise — the only decision is whether to install it. The listing summarises it as “$750/month”.

Pricing
$750/month
Core Plan, from

$750/month

Lowest paid plan
Business Intelligence
Klaviyo Audiences
Advertising Signals
Polar MCP
Unlimited users
Unlimited historical data
Unlimited connectors
Plans as listed on the Shopify App Store. Always confirm current pricing before installing.

47

/ 100
Mixed signals
medium confidence

Scored on 101 merchant reviews we hold for Polar: AI‑Analytics Platform, across five checks. Every figure is computed from those reviews — expand any row to see the counts behind it.





Computed from the 101 reviews we hold, with 12-month windows measured to 2026-08. This scores the public review record — it is not a review of the software itself, and a low score often means we hold little evidence rather than poor evidence.
Review history
2021–2026 · 101 reviews read
Reviews per year
202112 reviews
202218 reviews
202350 reviews
202412 reviews
20258 reviews
20261 reviews
What merchants say

4.9

101 reviews
5★97%
4★0%
3★0%
2★0%
1★3%
Developer replies
1%
of reviews get an answer
Reviewed at 12m+
14%
had used it a year when they wrote
From 101 reviews read. Typical reviewer had used the app for 4 months. Most merchants review in their first month, so this reflects when people write — not how long they stay.
Recent merchant reviews

The newest 8 of 101. Open one to read it in full, with the developer's reply where there is one.

Polar Analytics' dashboard and team have been nothing but excellent. It was a great start using a must needed BI and tools. I was able to realize benefits immediately. The team has been very supportive and available through out the onboarding process, and beyond. Big shout out to a great team and solution.

We’ve been working with Polar for about three months, and they’ve been one of the most rewarding teams to partner with. Their multi-touch attribution and incrementality testing have been especially valuable for us. The team is sharp, improvement-driven, and quick to both listen and act. I hope they’ll continue to grow while keeping the same closeness and dedication to their clients that make them stand out today.

Great tool to centralise your dispersed data! Brings everything from Shopify to Meta ads into one place. It has revolutionised how we report and helps uncover hidden trends in campaign performance and product performance. Would recommend for small marketing teams due to the low cost and easy implementation

We've been using Polar Analytics for our global eCommerce operations and are very satisfied with the experience. Getting started was incredibly easy — installation took just minutes, and we began seeing data flowing in from our servers within a few hours. The app integrates smoothly with all our tools and data sources, giving us a clear and unified view of our business. Features are powerful yet user-friendly, the training was thorough, and the support team is always responsive and helpful. Highly recommend it to any e-commerce business looking for a fast, effective analytics solution. Negative points? None so far

Polar solved all of our analytic issues. They have integrations with all major platforms and pulling data is a breeze. Their customer support is also next to none. They are well worth the price we pay.

We needed a new approach for our internal dashboards. Our previous setup relied entirely on Google Sheets, which, while fully tailored to our needs, was too slow, labor-intensive, and didn’t scale well. Then we tried Polar—and within weeks, it won us over. It offered exactly the capabilities we’d been searching for. Plus, the team listens closely to user feedback. Max has been incredible! He’s always quick to respond, genuinely attentive, and goes above and beyond to make sure every issue is fully resolved. Whether it’s a simple question or a more complex problem, Max approaches everything with patience and expertise. It’s clear he’s dedicated to making our experience with the software seamless. We couldn’t ask for better support—thanks, Max! High-quality software and a team that truly cares.

We switched from a competitive platform to Polar and couldn't be happier. The ability to see (and trust!) our data at a high level gives us peace of mind and direction in carrying out our marketing strategy. Polar's team is friendly, accessible, and helpful. Working with a team that cares about their product as much as we do is refreshing.

It is the best tool for retrieving and analyzing Shopify data. With the dedicated support of the Polar team members, the onboarding process is made easy. Reduce the time spent on repetitive tasks and gain more insights.

Polar: AI‑Analytics Platform FAQ

Answered from this app's own listing and its full review record.

Best suited for stores using Amazon, Google Analytics and Klaviyo, which it integrates with and with a budget from $750/mo.

Paid plans start at $750/month across 1 published tier. Prices are as listed on the Shopify App Store and can change — confirm before installing.

On our scorecard Polar: AI‑Analytics Platform rates 47 out of 100 — mixed signals — read from 101 merchant reviews. The developer has published replies to 1 of 101 reviews. The score reflects what the review record shows, nothing more.

101 merchants have reviewed Polar: AI‑Analytics Platform, averaging 4.9 out of 5. We hold the review history from 2021 to 2026, which is what the year-by-year chart on this page is built from.

Quick facts
At a glance
Merchant rating

4.9 / 5 · 101 reviews


New reviews, last 12 months

2 (was 10)


Developer replies

1 of 101 reviews


Typical reviewer had used it

4 months


Pricing

$750/month


On the App Store since

October 28, 2020


Review history held

2021 – 2026

Integrates with
Checkout
Amazon
Google Analytics
Klaviyo
Meta
Recharge
Tiktok

Categories
AdsAnalytics
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