AI Discoverability
Match how buyers search,
not how you tag.
AI engines surface products based on intent matching, not keyword overlap. Listwiser maps your catalog to the intents buyers express so your products appear when it actually matters.
Average intent coverage · 147 products
How your product scores
See exactly which queries you win and which you lose.
Every product gets scored across 100+ buyer intents. Below is a live breakdown for a yoga mat with solid grounding in three intents and critical gaps in three others.
Intent coverage
heat-resistant: not grounded
packed dimensions: missing
certification: no data
Buyer query
“yoga mat for hot yoga beginners”
Intent resolution
category confirmed
6mm cushion, grounded
heat-resistant: not grounded
Result: Excluded from AI recommendation
Fix: ground heat-resistant attribute with a verifiable source.
How it works
Intent blueprints
Listwiser ships 100+ curated intent blueprints, from fit and material to use-case and audience, each reflecting how buyers phrase requests to AI assistants.
Actionable gaps
Each missed intent tells you exactly what to fix: which attribute is missing, where to source it, and what grounding it needs before your score can move.
Per-product score
Every product gets a discoverability score per intent. You see exactly which intents your catalog covers, which it misses, and why.
Scoped to your category
Intents are scoped to category. A yoga mat earns the workout intent, a blazer earns the professional intent. No category bleed, no noise.
Know which intents your catalog covers.
Run a free scan and see how your products score across 100+ buyer intents. No card required.