Polar Analytics review

Polar Analytics is a business intelligence platform more than a dashboard app. It brings Shopify, Amazon, Meta, Google, TikTok, Klaviyo and other sources into a data warehouse the merchant owns, with profit, ROAS, CAC, LTV and inventory defined once so every report uses the same numbers. Reports cover contribution margin, LTV and cohorts by channel and product, ROAS, MER and blended CAC, best-selling SKUs and early stockout warnings. On top sits an AI Operator that answers questions with the definition behind each number and, once you approve, shifts ad budgets, pauses ads for sold-out products and plans markdowns in Slack or Teams. The Core plan costs from $750 a month, based on online GMV, with unlimited users, historical data and connectors, plus Klaviyo audiences and Polar MCP. That price puts it out of reach for small stores, which is why it ranks below cheaper apps despite one of the strongest feature sets here.

Who it is for

multi-store brands that want a data warehouse and BI

Price

Core plan from $750 a month, priced by online GMV.

Core Plan, from $750 / month Pricing based on online GMV.
Quoted from the vendor pricing page on November 13, 2026.

Key features

• Shopify, Amazon, Meta, Google, TikTok and Klaviyo data in a warehouse you own
• Profit, contribution margin, LTV and cohorts by channel and product
• ROAS, MER and blended CAC across Meta, Google, TikTok and Amazon
• AI Operator in Slack that shifts ad budgets and pauses ads after approval
• Polar MCP for Claude and ChatGPT

Strengths and weaknesses

• Strength: Core plan includes unlimited users, historical data and connectors
• Strength: Shopify App Store listing showed 4.9 from 116 reviews at check time
• Strength: Discounts available for annual terms
• Weakness: Starts at $750 a month, the highest entry price here
• Weakness: No free plan or listed free trial
• Weakness: Price rises with online GMV

Key facts

• Free plan: No
• Paid plans: Core from $750 a month, based on online GMV
• Languages: English, French and German
• Shopify App Store rating: 4.9 from 116 reviews at check time

Where it ranks

Polar Analytics is No. 8 in our Best Shopify Analytics Apps verdict.