Speclyn analyzes your Shopify products to identify missing, unclear, or conflicting product attributes. It uses your product information and category context to determine which specifications need attention, then guides you through concise questions to confirm the missing details. Confirmed information can be organized into Shopify product metafields, giving your catalog a more structured foundation for AI-powered product discovery.

• Find missing product attributes
• Detect unclear and conflicting specifications
• Answer focused product questions
• Review product attribute completeness
• Save confirmed attributes to Shopify metafields