Get the 18-Point Data Audit Before Migration, Integration, or AI Shopping (Free Checklist)
Bad product data doesn’t just look messy. It breaks migrations, tanks conversion rates, tanks SEO rankings, and prevents AI shopping agents from working. Most stores don’t realize how broken their data is until they’re in the middle of a project and it’s too late to fix.
Common signs your data is in trouble:
- Products showing as “Untitled” or “Copy of…”
- Stock numbers don’t match across channels (Shopify vs. POS vs. Marketplace)
- Images missing alt text or are too low resolution
- SKUs are inconsistent or duplicated
- Variants named “Red”, “red”, “RED” across the same product
- Collections and categories are orphaned or incomplete
- Prices don’t sync between your website and marketplaces
- Can’t export clean product data without manual cleanup
- Rotten product data creates invisible tax/shipping/billing errors
- AI shopping agents (ChatGPT, Google AI Overview) can’t understand your products
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Why Aware
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- Open and honest
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