Spot the gaps
Data Sourcing Agent collects information from product pages, reviews, trusted sources and recurring customer questions.
Inside AI Product Data Platform
Your product information should never stand still.
Data Sourcing Agent collects relevant information from your catalog, reviews, trusted sources and customer questions. Product Engine turns these inputs into source-linked enrichment proposals for your team to review in Merchant Console.
From signals to knowledge
Find what is missing before it stops a purchase.
Product Engine turns missing details, recurring objections and conflicting information into source-linked proposals. Your team can approve, edit or dismiss each one in Merchant Console before it adds to your product knowledge.
Make a case for the change
Product Engine turns a missing detail or recurring objection into an enrichment proposal linked to its source.
Keep the final say
Your team approves, edits or dismisses the proposal in Merchant Console before the knowledge is reused.
The improvement loop
Let each new question inform a better next answer.
Where customer conversations are available and authorized, they reveal what your product information still needs to explain. Querytail turns those signals into new suggestions. Once approved, the same information can support advice on your site, your visibility in AI assistants and your teams.
A new customer question
A suggested improvement
Your team's decision
After approvalKnowledge ready for Brand Agent, Brand Discovery and Brand Copilot
Next step
See what Querytail could make possible for your catalog.
Share your store URL and we will prepare a conversation about your products and your customers' questions.