Spot the gaps
Bring product pages, reviews, trusted sources and recurring customer questions into focus.
Inside Querytail Engine
Your product information should never stand still.
Evidence Scout brings your product data, reviews, trusted sources and customer questions together to find the details that are missing. It prepares improvements for your team to review before they are put to work.
From signals to knowledge
Find what is missing before it stops a purchase.
Missing details, recurring objections and conflicting information become suggestions your team can review. They can approve, edit or dismiss each one before it adds to your product knowledge.
Make a case for the change
Turn a missing detail or recurring objection into a proposal linked to its source.
Keep the final say
Your team approves, edits or dismisses the proposal 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.