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Shopify + Claude

12 free Claude Skills that find where your Shopify store is losing money

They follow the money from the ad click to the second order: ads, checkout, basket, discounts, refunds and repeat customers.

FreeRead-onlyNo login to your store

Get the 12 skills

Free. You'll get the download links straight away.

Works with the Claude app (upload a ZIP), Claude Code, or copy-paste into any chat.

[ The problem ]

Where stores quietly lose money

None of these show up as an error. The store keeps running, and the money keeps leaking.

  • Spend, no salesAds spending on nothingSome ad sets and search terms keep spending week after week without a single sale. In the ad manager they look busy, not broken.
  • Just shortOrders that stop just under free shippingBaskets land a few dollars below your free-shipping line. Some shoppers top up. Many simply leave.
  • One and doneFirst-time buyers who never come backYou pay to win a customer once. If the second order never comes, the first one often didn't cover what the ad cost.

[ How it works ]

Three steps, no new software

  1. 01Export your Shopify ordersDownload the orders export from Shopify admin, plus your ad reports for the ad checks. A live data connection can come later.
  2. 02Give a skill to ClaudeUpload it to the Claude app, add it to Claude Code, or paste it into any chat with your export attached.
  3. 03Get the leak, the money, the first stepEach skill names the leak, estimates the money at stake, and tells you what to do first.

[ The leak map ]

Each skill checks one place the money can leak

Follow a customer from the ad click to the second order. Every skill is pinned to the step where it finds money.

  • Can the numbers be trusted?
  • Money leaving the store
  • Money not won
  • Profit and the weekly decision
  1. 01Ad click
    • tracking-gap-leak
    • wasted-ad-spend-leak
    • stockout-ad-spend-leak
  2. 02Product page
    • product-page-conversion-leak
    • mobile-conversion-gap-leak
  3. 03Cart
    • basket-value-gap-leak
  4. 04Checkout
    • checkout-drop-leak
    • discount-leak
  5. 05Order
    • contribution-margin-leak
  6. 06Refund
    • refund-and-return-leak
  7. 07Second order
    • second-order-gap-leak
weekly-revenue-leak-readoutreads every step and picks the 3 things to fix first this week.

[ What's inside ]

The 12 skills, and the question each one answers

01Can the numbers be trusted?

  • tracking-gap-leakDo Meta and Google report the same sales Shopify recorded?

02Money leaving the store

  • wasted-ad-spend-leakWhich ad sets and search terms spent money and sold nothing?
  • stockout-ad-spend-leakWhich ads send people to sold-out products?
  • discount-leakHow much do codes give away, and has a private code leaked?
  • refund-and-return-leakHow much revenue comes back, and how much does it inflate ROAS?

03Money not won

  • checkout-drop-leakWhich checkout step started losing people?
  • mobile-conversion-gap-leakHow many orders are lost on phones?
  • product-page-conversion-leakWhich product pages get views but no add-to-carts?
  • basket-value-gap-leakHow many orders stop just short of free shipping?
  • second-order-gap-leakHow many first-time buyers come back?

04Profit and the weekly decision

  • contribution-margin-leakAfter all costs, what is actually left?
  • weekly-revenue-leak-readoutWhat are the 3 things to do first this week?

[ Sample output ]

What you get back

Not a dashboard. A short readout: the leak, the money at stake, and what to do first. When an export is missing, it says so.

Claudeweekly-revenue-leak-readoutExample from a demo store (made-up data)

Run the weekly readout on this week's exports.

Weekly readout: Top 3 actions

  1. 16 ad sets spent money for 14 days with zero purchaseswasted-ad-spend-leakAt stake$2,180 / 2 weeksDo firstPause them and move the budget to the 2 ad sets that sell
  2. 231% of orders land $5–$10 below the free-shipping linebasket-value-gap-leakAt stake≈ $1,900 / monthDo firstOffer a $10 add-on in the cart
  3. 311% of first-time buyers ordered again within 60 dayssecond-order-gap-leakAt stake≈ $4,600 / quarterDo firstStart a day-21 reorder email for best-sellers

refund-and-return-leak: needs data — no returns export was attached, so it was skipped instead of guessed.

[ Why these are different ]

Built to find money, not to look busy

Most AI ad tools

These skills

  • Stops at ROAS

    Follows the money to the second order: refunds, discounts and repeat buyers included

  • Guesses when the data is thin

    Says “needs data” and tells you which export to add

  • Can change your ads

    Read-only. Every change is your decision

[ Works with ]

Use them where you already use Claude

  • Claude appUpload a ZIP in Settings → Skills.
  • Claude CodeClone the repo into ~/.claude/skills.
  • Any chatCopy a SKILL.md and paste it in with your export.

Brands we work with

Built from the checks we run on client stores in the US, UK, Australia and GCC.

[ FAQ ]

Straight answers

  • Yes. All 12 skills are free and open source (MIT licence) on GitHub. We ask for your email so we can send you the links and the occasional new resource. You can unsubscribe anytime.

Get the 12 skills

Start with tracking-gap-leak. If the ad numbers are wrong, everything built on them is wrong.

Works with the Claude app (upload a ZIP), Claude Code, or copy-paste into any chat.