Does Polar change my Shopify data?

No. Polar only reads your Shopify data. Nothing is written back to your store.

How is this different from Shopify Analytics?

Shopify Analytics reports on what happens inside your store. Polar joins Shopify with your ads, email, marketplaces, retail and finance data, so you can see blended ROAS, true CAC, contribution margin and LTV by channel.

Do I need a data team?

No. Polar connects, cleans and models the data for you. Your team asks questions in dashboards or in plain language.

You do. Your data sits in a private Snowflake warehouse that Polar provides and you own.

Does it work with multiple stores and Shopify Plus?

Yes. Connect every store and market, roll them into one view, and still drill into each one.

Is Polar a Shopify Certified Technology Partner?

Yes. Polar is a Shopify Certified Technology Partner, a program for apps that meet the advanced requirements of Shopify Plus merchants.

Home / Integrations / Shopify

CERTIFIEDTECHNOLOGYPARTNER

You built your brand on Shopify. Now let’s grow it together.

Every AI-forward Shopify brand runs on clean data. Polar connects Shopify to your ads, email, retail, marketplaces and finance in one private warehouse you own.

A Shopify Certified Technology Partner. Connect in one click, no engineer needed.

Book a demo Connect Shopify in one click ↗

Trusted by 4,000+ ecommerce brands and agencies

Case Study

How Shopify brands grow

It probably started with one store.

You launched one Shopify store to share something you loved with the world.

Then it grew. You added more apps, a second market, a wholesale channel, a pop-up or retail location, Amazon or TikTok Shop.

Now every tool has its own dashboard and its own version of “revenue.” Your team spends Monday mornings reconciling spreadsheets instead of making decisions.

That’s not a Shopify problem. It’s a growth problem, and it means you’re winning.

01 One store1 tool

Shopify

02 More apps8 tools

Klaviyo

Meta Ads

Google Ads

TikTok Ads

GA4

Recharge

Gorgias

03 More markets11 tools

A store per market, each with its own currency and admin.

Shopify EU

Shopify UK

Shopify CA

04 Retail, marketplaces & finance17 tools

Amazon

TikTok Shop

Faire

Shopify POS

QuickBooks

NetSuite

17 dashboards. 17 versions of revenue.

What brands at this stage do

One warehouse. We provide it. You own it.

Brands facing the same growing pains use Polar to pull every data source into one warehouse that we provide, but you own.

Shopify + 45 sources

01Connect

Shopify in one click, then 45+ sources on top: ads, Klaviyo, Amazon, retail POS, your finance sheet.

Gross sales$612.4k

− refunds & returns$31.7k

− discounts$48.1k

Net revenue$532.6k

02Clean & model

We clean and transform it for you: refunds netted, customers deduplicated, metrics defined once.

NET REVENUE · LAST WEEK

$532.6k

✓Marketing✓Finance✓Ops

03Trust

One set of numbers your marketing, finance and ops teams all agree on.

“Polar helped us stitch the whole story together. Now we know not only what’s happening, but why.”

Rui KojimaSenior Director of Ecommerce, Aetrex

Shopify Plus, Amazon, Target, Klaviyo

Schleich

“The biggest thing for us was having everything readily available. Now I can actually do the analysis versus putting the data together.”

Ben ShatsoffEcommerce Analytics Manager, Schleich

4 Shopify stores, 11 countries

Setup Guide

How to connect Shopify to Polar

All you need is a Polar account and admin access to your Shopify store. One click, no engineer, and your history backfills within the day.

ABOUT 1 MIN

Connect Shopify

From Connectors, choose Shopify and approve the one-click OAuth. You need admin access, or a store admin to approve the install.

WITHIN THE DAY

Let the backfill run

Polar pulls your order, product, customer and refund history, then keeps it current.

RECOMMENDED

Add the Polar Pixel

Install the first-party pixel to recover the signal platform pixels lose and stitch anonymous sessions into customer journeys.

Then connect your ad platforms and Klaviyo. That is where the value compounds.Connect Shopify

What Polar pulls from Shopify

Everything in your Shopify store, connected and ready to report on.

Orders, products, customers and refunds, down to the metafields your team built. Every other source lands on this base layer.

DataWhat Polar does with itIn merchants’ words

Orders and revenue

✓Every order, line item, discount, tax and shipping charge, synced continuously and reconciled to Shopify gross.

“We have one data analyst and in the past it used to take two weeks to get a report.”Cody Plofker, CEO, Jones Road Beauty

Products and variants

✓Full catalog with variants, so revenue, units and margin roll up by product, variant, collection or tag.

“We used to just look at sales. Now we look at LTV by first purchase, by franchise, and even by basket mix.”Ben Shatsoff, Ecommerce Analytics Manager, Schleich

Customers

✓Customer records with order history, so new vs returning, cohorts and repeat rate run on real identity.

“…what we thought were younger online customers weren’t as young as we thought.”Rui Kojima, Senior Director of Ecommerce, Aetrex

Refunds and returns

✓Refunds and returns netted against orders, so net revenue and margin reflect what you actually kept.

“My revenue looks great until returns land. Where do they show up?”The question we hear most

Metafields

✓Order, product and customer metafields land as reportable dimensions, so your own logic survives the sync.

“…With Polar, the heavy lifting is done. I just go in and model what I need.”Tri Ngo, Senior Manager of Advanced Analytics, Tiege Hanley

First-party pixel and Lifetime ID

✓Server-side pixel recovers the signals iOS and Safari strip. CABA Design recovered earlier valid first touches in 100% of disputed orders.

“Most of my traffic is anonymous. Can I recover it?”The question we hear most

The Gap

Shopify + Polar: better together.

Shopify is the system of record for your store, and it does that brilliantly. Polar adds everything around it, so your store reads like a business.

What Shopify does brilliantly

What Polar adds on top

Accurate sales, orders and customers, straight from the source.

+Adds ad spend from Meta, Google and TikTok next to every order, so blended ROAS, true CAC and LTV by channel are defined once.

Shows the channel that closed the sale.

+Adds Full Impact attribution, built on Shapley values, to credit the channels that created the demand and deduplicate what every platform claims.

Clear reporting on every store session.

+Adds a first-party pixel and Lifetime ID, so four visits become one customer journey and “direct” turns back into real sources.

Revenue, discounts and refunds, to the cent.

+Adds COGS, shipping, agency fees and app costs from your finance sheet, so you see contribution margin and true net profit.

Sidekick, to run and act on your store from the admin.

+AI answers from metrics your team defined once, across Shopify and every other source.

A dedicated admin for each store and market.

+Rolls every store into one view you can still drill into, in a Snowflake warehouse you own.

Featured Use Case

The best part: we don’t leave you there.

From scattered data to answers in days, not quarters. No data team required.

Dashboards & insights

Contribution margin by SKU, LTV by channel, net revenue after returns. Ready on day one.

Attribution

See which channels create demand, not just which ones get the last click.

AI agents, Ask Polar & MCP

Ask “What was my blended ROAS last month?” and get an answer that draws on Shopify, Meta, Google and Klaviyo, using metrics your team already agreed on.

Data activations

Send cleaner audiences and conversion signals back to Meta and Klaviyo.