Polar Analytics
Unified Shopify analytics that pulls dozens of ad and commerce sources into one profit view.
why this verdict
Keep paying — Google has not replaced it
Google's version overlaps, but does not finish the e-commerce job, so this one still earns its $470/mo.
- A named launch, not a vibe named, unlinked
- Shopify's own AI analytics surfaces answering the reporting questions Polar was hired for. Google, October 7, 2025 — no announcement link recorded yet.
- How much of the job it covers not the job editorial call
- Parts of it. The job still needs the tool to get finished.
- Is there a free way to do it? yes
- 1 of 3 listed replacements have a usable free tier: Metabase.
- What the call is worth $5,640/yr
- $470/mo at the entry paid tier — $5,640 a year per seat.
- Threatened by
- Since
- October 7, 2025
- List price
- $470/mo
- Per year
- $5,640
The backstory
Polar Analytics centralises Shopify, ad platform and email data into a single dashboard with a dedicated warehouse behind it. Shopify keeps adding native AI reporting, which handles the easy questions merchants used to leave the platform for. The harder work is reconciling spend, cost of goods and retention across sources that disagree with each other. Owning that reconciled dataset is what keeps merchants paying.
Escape hatches
Direct competitor with strong attribution features
triplewhale.com open_in_newMeasurement-first option for heavy paid spenders
northbeam.io open_in_newBuild your own commerce dashboards on a warehouse
metabase.com open_in_new1 of 3 replacements have a usable free tier.