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Polar: AI‑Analytics Platform

Name: Polar: AI‑Analytics Platform
Rating: 4.9 (116 reviews)
Author: Polar Analytics

by Polar Analytics

★ 4.9 (116) · Store management

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Polar Analytics is a go-to Shopify analytics app for e-commerce businesses seeking powerful data analysis and reporting solutions. Get started in minutes.

Categories: Ads#120 Analytics#437

Trend

8 snapshots · since 2026-09-14

Reviews−1

117 → 116

Rating0.00

4.9 → 4.9★

Where it ranks

Ads · vs 4 wk ago

#99

on the Shopify App Store

in Shopify's own Ads listing at the last weekly crawl · sponsored cards not counted

#36

by reviews in Ads

of 412 apps · top 16% of the 231 rated · no change

#120

listing position

page 2 of the Ads list, which ranks by rating first, then reviews · ↓ 6 places

reviews gained in 4 weeks

52 of 222 Ads apps gained any; the top 10% gained 3+

4.9★

rating

Ads averages 4.5★ · the median app has 8 reviews, the top 10% 172+

Also Store management #148 of 6,891 by reviews · Analytics #37 of 1,822 by reviews, #190 on the Shopify App Store.

Ranked around it by reviews

Ads · 412 apps

Next up: Meta & Facebook Pixels by Nabu is 7 reviews ahead.

Listing vocabulary in Ads

share of the 412 listings using each term · 15 not in this listing

ads38%meta21%google21%tracking20%pixel20%facebook17%tiktok13%marketing11%conversion11%campaigns10%data10%pixels10%performance10%roas9%server9%track9%

Ranks are this app's position among the apps ShopAppDB lists in each category, from Shopify App Store data updated weekly; "by reviews" orders by review count, "listing position" by rating then reviews. "On the Shopify App Store" is where apps.shopify.com itself placed the app in that subcategory's listing when ShopAppDB last walked it, counting organic cards only.