ChatGPT
Official Connector

Ask ChatGPT about your store.
Get real answers.

ChatGPT doesn't have your data, so it guesses. Polar fixes that. Connect once and ask about your live Shopify, Meta, Google, TikTok, Klaviyo and Amazon data in plain English. Every answer runs through Polar's semantic layer, so it matches your bank account, not a guess.

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Connect Polar to ChatGPT Book a demo
Setup Guide

Connect ChatGPT to your data, step by step.

Connect your data in Polar, add Polar as a connector in ChatGPT, then just ask. A few minutes, no code, no API keys to manage.
01 · What you need
Polar Analytics

Polar Analytics account

Connect Shopify, Meta, Google, Klaviyo and more. The Polar MCP exposes clean, attributed live data, the source of truth your app reads from.

Connect your data →
ChatGPT

A ChatGPT account

Polar is an official ChatGPT app. It works in your ChatGPT, no Developer Mode and no custom config.

Open the Polar app →
Polar MCP

One click to connect

Open the Polar app, hit Connect, and sign in to Polar. No API key, no setup. Your live data lands in the chat.

Connect Polar in ChatGPT →
02 · Three phases to real answers
1

Connect your data in Polar ~5 minutes

Build the semantic layer ChatGPT will read from.
How to
1
In Polar, connect Shopify, your ad platforms, Klaviyo, Amazon and GA4. Polar's semantic layer turns raw exports into governed metrics: blended ROAS, true CAC, contribution margin, defined once and consistent everywhere.
2
Make sure your data sources are connected, then wait for the first sync. The initial historical sync can take up to 24 hours for a new Polar account.
Why it matters: the answer is only as good as the data behind it. Polar's layer means the numbers ChatGPT returns match your bank account, not a cookie estimate or an LLM's guess.
Connect your data in Polar
2

Add the Polar app in ChatGPT ~1 minute

Official ChatGPT app. One click, no setup.
How to
1
In ChatGPT, open Apps and search Polar Analytics, or open the app directly with the link below.
Polar Analytics app in ChatGPT
2
Click Connect, sign in to your Polar account, and approve access.
3
Enable Polar in the chat and add it as a source when you ask. That is it.
That simple: Polar is an official ChatGPT app now, so there is no Developer Mode, no API key and no custom MCP config. Just Connect.
Open the Polar app in ChatGPT
3

Ask anything the payoff

Type your question in ChatGPT. Polar powers the answer.
What this unlocks

A real answer, not a hallucination.

Type your question in ChatGPT like you always do. Polar's connector pulls the live, attributed numbers from your semantic layer and ChatGPT reasons over them: blended ROAS, true CAC, contribution margin, LTV cohorts, all pre-computed.

"Polar's semantic layer is way cleaner structure, way fewer hallucinations. The most delightful MCP experience." How RipnDip uses Polar's MCP vs the alternatives.

A few of the questions you can ask:

ASKWhat were my sales last week, and my ROAS?
ASKWhy did blended ROAS drop last week?
ASKNew vs repeat customer split this month?
ASKTop 10 products by revenue?
ASKWhich products have the highest return rate?
ASKWhich SKUs can I scale spend on this week?
Triple Whale's Moby is a 500 dollar per month, credit-priced add-on, and it uses text-to-SQL that guesses your metric definitions. Polar's MCP is included and runs on a governed semantic layer, so the numbers match Shopify.
See the prompt library
Get started

Only Polar gives ChatGPT clean, attributed data to answer from.

Connect your data in Polar, add the official Polar app in ChatGPT, then just ask. A real answer in seconds, no code.

Get started by booking a demo Open the Polar app ↗
Your Prompt Library

60 prompts ChatGPT can run on your live data

Filter by what you need or who it is for, copy the prompt, paste it into ChatGPT with Polar connected. Every answer comes from your governed, attributed data.
Type
Audience
60 of 60
Three Pieces, One Flow

You ask. Polar answers. ChatGPT explains.

ChatGPT is the interface you already use. Polar's semantic layer turns your question into a governed, accurate query your definitions of ROAS, CAC and margin, on clean attributed data.
01 · Ask

ChatGPT

The interface you already use

02 · Translate

Polar MCP

Your governed metrics

03 · Answer

Your live data

Clean, attributed, server-side

The Foundation

ChatGPT didn't have your data. Now it does.

Out of the box, ChatGPT guesses, paste in a CSV and hope it reads it right. Polar's semantic layer feeds it your live, attributed numbers directly, so every answer is financial-grade: matches your bank account, never a hallucination. No SQL, no exports, no data team.
Connect Polar to ChatGPT
Get started · connect once · ask anything

ChatGPT didn't have your numbers. Now it does.

Connect Polar to ChatGPT, then just ask. Every answer runs through Polar's semantic layer: financial-grade, no SQL, no exports.

Get started by booking a demo Open the Polar MCP tab
Phase 1 ~5 minConnect your data in PolarConnect Shopify and your stack. Polar's semantic layer turns it into governed metrics, then wait for the first sync.
Phase 2 ~3 minAdd the connector in ChatGPTEnable Developer Mode, then create the Polar connector with the server URL and OAuth.
Phase 3 the payoffAsk anythingType your question in plain English. Polar pulls the live, attributed numbers and ChatGPT answers.