How to Use Claude AI to Run a Full Shopify Store Audit

Claude Pro can analyze your Shopify store data and return a prioritized action list in minutes — no integrations, no API keys, no developer needed. All you need is a CSV export from Shopify Admin and a well-structured prompt.

Here's exactly how to do it.

Step 1: Export the Right CSV from Shopify

Go to Shopify Admin → Reports (or the relevant section). The most useful exports are: Orders (last 90 days), Products (with inventory and sales data), Customers (with purchase history), and Refunds.

You don't need all of them at once. Start with your Orders CSV — it contains the most actionable data.

Step 2: Open Claude Pro and Upload the File

Claude Pro ($20/month) supports file uploads. Open a new conversation, click the attachment icon, and upload your CSV. Claude can handle files up to several MB — standard Shopify exports are well within that limit.

Step 3: Use a Structured Prompt

The quality of Claude's output depends entirely on the quality of your prompt. Vague prompts like 'analyze my store' return vague results. Structured prompts that define exactly what to look for return ranked, actionable output.

A good CRO prompt for Claude should specify: what metric to analyze, what threshold to flag, and what output format you want (ranked list, table, summary).

Example: 'Analyze this Orders CSV. Identify the 5 products with the highest view-to-purchase drop-off. For each, estimate the monthly revenue impact and suggest one specific fix. Return results as a ranked table.'

Step 4: Act on the Output

Claude will return a structured analysis within seconds. The key is to act on one recommendation at a time — don't try to fix everything at once. Pick the highest-impact item, implement it, then run the audit again the following week.

What Audits Can Claude Run on Shopify Data?

• CRO audit: find high-traffic, low-conversion products
• Refund pattern analysis: group returns by SKU and reason
• Customer segmentation: identify VIPs, lapsed buyers, at-risk cohorts
• Inventory vs. ad spend check: flag products burning budget with low stock
• LTV by acquisition channel: find your most profitable traffic sources
• Cross-sell recommendations: find top product pairs from co-purchase data
• Pricing and margin audit: flag SKUs where discounts are eroding profit
• SEO meta generation: write optimized titles and descriptions for every product

Use Pre-Built Prompts to Save Time

Writing effective Claude prompts from scratch takes experimentation. CROKit provides 10 pre-built, production-tested Claude prompts for every major Shopify audit — copy-paste ready, with a guide on which CSV to export for each one. One-time purchase, works with Claude Pro.