Product Data Health: keep catalog data sales-ready
Incomplete product data costs visibility in filters and channels today—and leaves you behind as AI shopping agents act on structured catalogs. Data Doctor is mission-critical hygiene: scan for metafield coverage gaps, missing Standard Product Taxonomy categories, and variant quality issues, then fix with import-ready CSVs. Every plan includes 10 free on-demand metafield coverage scans; Pro and Unlimited unlock weekly reports, coverage profiles, taxonomy explorer, AI summaries, AI category suggestions, and Studio scan types.
What the scan looks for
Product Data Health is read-oriented: it reports problems and can produce merchant-ready CSVs. It does not silently rewrite your catalog. Variant checks are rule-based (no AI score or AI explanations yet).
- Metafield coverage gaps against the definitions you care about
- Products missing Shopify Standard Product Taxonomy categories
- Variant quality: generic option names, variant metafield coverage, product-vs-variant modeling hints, and inconsistent option value formatting (same value, different spellings)
- Dedicated AI Category Suggestions scan for products missing a category—separate from the main gap scan
Scan → download → fix
Start with a free metafield coverage scan on any plan, or on Pro run broader on-demand scans and weekly reports. Review the summary—optional AI executive summary on Pro when available—then download the CSVs that match the gaps you want to close.
Fix with bulk CSV import, live metafield edit, Metaobject Studio, Shopify Admin category tools, or the AI Category Suggestions CSV after review. Re-scan to confirm coverage improved—and that your catalog stays ready for channels and agentic commerce.
Who it is for
Merchants who treat catalog completeness as revenue hygiene—before launches, channel syncs, or peak seasons. Agencies running migrations or ongoing data ops. Teams that want a repeatable scan-and-fix loop so gaps don’t quietly cost sales.
Related reading
Try it in Shopify Admin
Install Metafield Editor+Data Doctor and run Health scans, manage metaobjects, or import metafields with CSV.