August 15, 2025

How to Pull Data from Shopify for Analytics and Reporting

AIQ Labs covers the practical methods for pulling data out of Shopify, including the admin API, native exports, and BI tool integrations that let merchants build custom reporting beyond Shopify's default dashboards.

The Takeaway:

Shopify's native reporting is enough for small stores — but as brands scale, getting data into a dedicated BI layer unlocks the analysis that drives smarter inventory, marketing, and merchandising decisions.

Read the article here

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