Shipping P&L and Free-Ship Economics Audit (Claude Cowork Self-Install Kit)

See exactly where shipping bleeds margin instead of guessing at a blended average.

You have no idea whether your free shipping threshold is making money or quietly torching it. The blended average hides the real loss center, so you can't tell which orders are the problem.

The leak isn't your carrier rates. It's that a single shipping average buries the paid-ship and free-ship engines together, so the part that's bleeding stays invisible.

What this kit does

The kit joins order-level charged shipping against carrier cost, then splits the average into a paid-ship engine and a free-ship engine. You stop guessing and start fixing the real loss center, with the hidden loss surfaced from inside the blended number.

What you can expect

You see your net shipping margin and cost-recovery rate, segmented by paid versus free, and the hidden loss that was buried in the average gets surfaced. You recover 1 to 2 hours a week previously spent guessing at shipping economics, with a clear view of where to reprice.

Who it's for

Built for e-commerce operators who run a free-shipping threshold and aren't sure it pays. This is a self-install kit you run yourself with your own AI agent, built for Claude Cowork first.

What's included

Skip building from scratch. No coding. You get the complete kit your own AI agent reads, sets up, and runs for you, step by step:

• A Start Here guide, so you know exactly what to open first
• The agent install instructions, the part that lets your own AI agent stand the workflow up for you
• A guided setup that interviews you about your business, so the workflow fits how you actually work
• Workflow Briefing: the plan, the inputs, and what done looks like
• Task List your agent follows to build it
• MCP Connection Guide for the tools involved
• Tool Setup notes for accounts, keys, and permissions
• Prompt Library, including the ready-to-run prompt for this workflow
• Troubleshooting and maintenance guide for the common snags
• A Next Steps and Roadmap, so you know what to automate next once this one is running
• A Run Guide you keep, so you can run it any time with no setup again

It sits at the top tier because of what it surfaces, not the setup time. The shipping margin it recovers across your whole order book is the leverage, and that compounds on every order you ship after.

What you'll need (not included)

The kit is the workflow, the prompts, and the setup guide. It does not include the tool subscriptions it runs on. You'll need your own Claude with Cowork and Shopify accounts, plus a way to export your carrier costs, whether that's Ordoro or whichever carrier or 3PL you bill through. Those are billed by the tools themselves, not by us.

You'll also need your Claude account on Cowork's Pro plan or higher, so your agent can connect your tools and use the most capable model while it installs the workflow.

Not on Claude? The kit is plain files that describe what to achieve rather than which buttons to press, so a capable AI agent on another platform, like ChatGPT Work, can follow the same steps. If anything doesn't map to your setup, email support and we'll get you working.

How to install this kit

Connect Shopify at claude.com/connectors and authorize your account, then export your carrier costs from Ordoro or whichever carrier or 3PL you bill through. Open the kit in Claude Cowork, add that cost export, and run the included prompt. Step-by-step instructions ship inside every kit, so you're never guessing. See How Self-Install Kits Work for the full walkthrough.

Install once, not every month

If you've been pricing shipping-analytics or margin-reporting software, this is the install-it-once alternative. You run the audit yourself and keep the workflow, with no monthly retainer. Add it to your cart, open it in Claude Cowork, and audit your shipping P&L this week.