AI Discovery is a controlled-rollout workspace for catalogue readiness. It can identify missing, inconsistent or difficult-to-interpret product information; it cannot promise how an external AI service will rank, cite or recommend your store.
Use this guide when
AI Discovery is available for your account and you want to improve catalogue clarity.
Follow this route
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Select the scope
Choose the catalogue area, market and language you are prepared to review.
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Inspect the readiness issue
Read the source fields, why the issue may hinder clear product understanding and the confidence of the finding.
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Review prepared improvements
Compare current and proposed product facts, content or structure. Confirm brand, legal and catalogue accuracy.
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Publish through Shopify
Approve only the exact change you intend. Shopify remains authoritative for product and theme publication.
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Measure what is measurable
Track catalogue completeness and your own eligible acquisition evidence without inventing external visibility outcomes.
Before you finish
- Claims remain factual
- Product variants and market rules are respected
- No external ranking promise appears