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Shop Statement P&L Pro

Turn Etsy monthly statement CSVs into a P&L with every fee type, refunds, labels and ads split out, plus cost of goods and margin per item.

Pro Use it here · Ready in about 1 minFormat: Claude skill#E-commerce#Claude skill packs

  • You getClaude skill + setup guide
  • DeliveryComing soon
  • Tested33/33 checks pass
  • Refund14-day refund

$19one-time, launch price

ProReady

Buy Now · $19

Buy Now opens our own checkout on this site; the payment provider is the merchant of record. You get the download right after payment. 14-day refund. Refund policy.

Coming soon. Press "Get notified" and you'll get an email when it launches. It will sell on this site, with a 14-day refund.

Use it here

Drop your file and get the result in seconds. It runs in your browser, so your files never leave your device. Free: the P&L for one month.

Open-source notices

See it work

How Shop Statement P&L Pro moves through a job, step by step. The run below is an example output, written from what this agent does. It isn't a live run on your data.

Statements + costsSplit fee typesMargin per itemP&L per monthYou reviewStatements + costsSplit fee typesMargin per itemP&L per monthYou review

Sample input

One or more monthly statement CSVs

Example output Illustration

You get:
- report.md with profit per month
- pnl.csv with a column per month
- items.csv with revenue, cost and margin per item
- fees.svg chart
- unclassified.csv

What you get

  • Planned contents (not released yet):
  • Skill folders you add to Claude
  • A Python script behind each skill, so numbers are calculated, not guessed
  • Sample data and the test suite, so you can check it yourself

What it does

  • report.md with profit per month
  • pnl.csv with a column per month
  • items.csv with revenue, cost and margin per item
  • fees.svg chart
  • unclassified.csv
  • Includes the E-commerce Weekly Report skills for Claude: a weekly KPI report, SKU profitability after fees and anomaly alerts from Shopify, WooCommerce or Amazon order exports

Tools and costs you'll need

  • Claude.ai with code execution, or Claude Code
  • Python 3.10+ (standard library only)
  • Monthly payment account statement CSV downloaded from Etsy

Third-party costs are paid to those providers, not to us.

Test report

33/33 automated checks pass on Python 3.13.5 (standard library only); 14 cases incl. invalid input, duplicates and upstream failures. Not tested: statements in languages other than English; XLSX files in the shipped tests (CSV only); shops paid out in several currencies.

Known limits

  • Not tested yet: statements in languages other than English; XLSX files in the shipped tests (CSV only); shops paid out in several currencies.

Live demo

  • No live demo yet. We'll add one when it ships.

Demos use fictional businesses and data.

Start free

Try Free n8n Workflow Pack first

Five tested n8n workflows, free: lead scoring, Gmail triage, Shopify order alerts, job posts and website contact enrichment.

See the free agent

What's AI here, and what isn't

This is an AI agent: it uses an AI model to read, sort, score or draft. It runs in your own accounts. Anything it would send outside your business waits for your approval unless you choose otherwise, and it never needs your passwords. Our AI disclosure.

Docs and help

Setup steps, fixes and version history. The help box answers from these docs; it is not a person.

GuideTroubleshootingChangelogHelp

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Questions about Shop Statement P&L Pro

What does Shop Statement P&L Pro do?

Turn Etsy monthly statement CSVs into a P&L with every fee type, refunds, labels and ads split out, plus cost of goods and margin per item. report.md with profit per month. pnl.csv with a column per month. items.csv with revenue, cost and margin per item. fees.svg chart. unclassified.csv. Includes the E-commerce Weekly Report skills for Claude: a weekly KPI report, SKU profitability after fees and anomaly alerts from Shopify, WooCommerce or Amazon order exports.

What do I need to run Shop Statement P&L Pro?

You need: Claude.ai with code execution, or Claude Code; Python 3.10+ (standard library only); Monthly payment account statement CSV downloaded from Etsy. Third-party costs are paid to those providers, not to us.

Is Shop Statement P&L Pro tested?

33/33 automated checks pass on Python 3.13.5 (standard library only); 14 cases incl. invalid input, duplicates and upstream failures. Not tested: statements in languages other than English; XLSX files in the shipped tests (CSV only); shops paid out in several currencies.

How do I get Shop Statement P&L Pro?

It sells on this site for $19, one-time. When payments are open, the button on this page says "Buy Now": you pay through our checkout (the payment provider is the merchant of record) and get the download right after, with a 14-day refund. If it says "Get notified", payments aren't open yet.

Which file do I need?

The monthly statement CSV: Shop Manager > Finances > Monthly statements > Download CSV. It has Date, Type, Title, Info, Currency, Amount, Fees & Taxes and Net columns.

Does it log in to my shop?

No. It reads the CSV you downloaded. Nothing is uploaded and no login or API key is used.

Is this tax advice?

No. It organises your own statement. Ask your accountant how to report the figures.

Where do the costs come from?

Your own cost list (SKU or item name and unit cost). Items missing from it are named in the summary.

What happened to the E-commerce Weekly Report pack?

It is now included with this product at no extra cost, in the weekly-report/ folder. Earlier buyers of the pack keep their download.

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