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A2X integration

A2X in Polar: your real costs, in the P&L.

Connect A2X with a custom connector and your reconciled COGS, fees and payouts flow into Polar, blended with Shopify orders. Contribution margin and net profit finally reflect real cost, not a gross number with the expenses left out.

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Connect A2X See the setup
Google Sheets → Polar

What you can bring in

Operating expenses
"Where do overhead and app costs go?"
Load the operating costs that never hit Shopify so net profit is real.
overhead + apps
Cost of goods
"My margin is wrong without real COGS."
Product cost from A2X so profit is calculated on true cost.
cost per product
Fees
"Fees aren't in my margin."
Processing and platform fees added so margin isn't overstated.
fees netted out
Net profit
"What did we actually keep?"
Revenue from Polar, costs from A2X, net profit on one line.
revenue - all costs
Contribution margin
"CM after everything variable."
Margin after COGS, shipping, fees and ad spend, not just gross.
CM, fully loaded
Custom connector
"How does it connect?"
The AI data engineer builds a custom connector to A2X over its API.
custom connector

A2X keeps the books. Polar puts them in the P&L.

A2X reports your costs in its own ledger, apart from your Shopify orders, ad spend and margin. So net profit, the number that matters, has to be reconstructed by hand. Polar builds it for you.

A2X on its own

  • Costs live in the accounting tool, apart from commerce.
  • Gross revenue, with expenses in separate reports.
  • No blended view of net profit or margin.
  • Nothing reconciles against live performance.

A2X with Polar

  • Expenses, COGS and fees ingested and netted.
  • Net revenue and margin on real cost.
  • One P&L, blended with Shopify and ad spend.
  • Profit reflects what you actually spent, everywhere.
Setup Guide

Bring A2X into Polar.

01 · What you need
Polar

A Polar account with Shopify

A Polar account with Shopify connected. This connector plugs in right next to your stack.

Connect your data →
A

A A2X account

API access to the reconciled COGS, fees and payouts you want reflected in your P&L, so the AI data engineer can build a custom connector.

Open A2X →

The AI data engineer

A2X is ingested via a custom connector and mapped into your semantic layer, blended with orders.

02 · Bring A2X into Polar
1

Connect with a custom connector talk to Polar

Reconciled cogs, fees and payouts.
The AI data engineer builds a custom connector to A2X over its API, ingesting your reconciled COGS, fees and payouts.
2

Map to the P&L built for you

Costs, governed.
A2X resolves into your semantic layer, so costs net out and behave like any governed metric, blended with Shopify.
3

See true profit the payoff

Real net revenue.
Net profit and contribution margin now reflect real cost, everywhere in Polar, not just in your accounting tool.
Get started

Net profit, not gross.

Ingest your A2X reconciled COGS, fees and payouts with a custom connector and blend them into the P&L.

Book a demo Connect your data ↗
The Gap

The connector is only half of it.

Once your A2X costs are clean and attributed inside Polar, you can use them wherever you already work. Ask Polar in plain language, pull them live through the Polar MCP, or schedule a snapshot into the report your team reads every morning.
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A2X

reconciled COGS, fees and payouts
Polar

Polar

net profit, blended margin

Ask Polar

Polar MCP

Scheduled reports

Featured Use Case

Net profit, not gross.

Net profit, not gross

Your accounting is accurate but slow and siloed: A2X knows the costs, but they live in a ledger disconnected from the Shopify orders, ad spend and margin that make up the operating picture, and net profit only shows up weeks later at close. Polar ingests your reconciled COGS, fees and payouts with a custom connector and resolves them into the same semantic layer as your commerce data, so expenses and COGS net out and net profit is calculated on real cost, in near real time. You stop waiting for month-end to know whether you actually made money.

What makes it real

Costs netted out. Expenses, COGS and fees pulled and subtracted, so margin is real.

Blended everywhere. Once in, accounting behaves like any Polar source across dashboards, reports and AI answers.

Ask Polar, in plain language. “Show net profit and contribution margin on real costs this month.” No SQL, no export.

See how the blended P&L works
Other Use Cases

Other use cases

Use case 01

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See the use case › Use case 02

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Placeholder. The use case skill fills this. (rung: report it)

See the use case › Use case 03

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Placeholder. The use case skill fills this. (rung: analyze it)

See the use case › Use case 04

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Placeholder. The use case skill fills this. (rung: decide from it)

See the use case › Use case 05

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Placeholder. The use case skill fills this. (rung: act on it)

See the use case ›
Your Prompt Library

A2X in plain language

A scannable wall of sample prompts for your A2X data inside Polar. Ask Polar, or Claude with the Polar MCP connected.
See it
Show my operating expenses this month.
Break down costs by category.
Show gross vs net revenue for the last 30 days.
Analyze it
What's my net profit on real costs this month?
Show contribution margin after COGS, fees and ad spend.
Which cost categories rose most month over month?
Decide from it
Where can we cut cost without hurting revenue?
Which products are truly profitable after all costs?
Summarize how net profit and margin moved since last month.
Get started · connect once · real net profit

Your real costs, in the P&L.

Ingest A2X with a custom connector, net the costs out, and blend into net revenue and margin on one P&L.

Get started by booking a demo Connect your data in Polar
Phase 1 talk to PolarConnect A2XThe AI data engineer builds a custom connector to your accounting.
Phase 2 built for youMap to the P&LCosts net out and become governed metrics.
Phase 3 the payoffSee true profitNet profit and margin on real cost, blended with Shopify.