Risk scoring comes from catalog and journey evidence, not guesses
Returns & fit intelligence
Prevent wrong-fit purchases before they become returns.
Sellentum reads catalog completeness, finder guardrails, compatibility rules, no-result paths, thin recommendations and stalled product clicks to show where shoppers need stronger fit guidance before checkout.
What this unlocks
Product return-risk proxy
Fit and compatibility friction signals
Pre-purchase question guardrails
Support-safe prevention scripts
Why it matters
Built for the real MVP, not imaginary enterprise complexity.
Merchants get concrete product, finder and configurator fixes
The MVP does not need enterprise return-feed integrations to prevent obvious wrong-fit paths
Related platform areas
Keep exploring.
Product catalog
A clean product truth layer for every guided experience.
Upload a CSV or manage products manually, then enrich each item with the categories, tags, features, buyer needs and links Sellentum needs to make reliable recommendations.
ExploreCatalog pipeline
Govern imports, enrichment and downstream catalog consumers.
Sellentum tracks CSV contracts, manual product edits, AI enrichment, semantic readiness, field coverage, downstream experiences and telemetry feedback in one catalog pipeline center.
ExploreAvailability Guard
Keep unavailable products out of every recommendation path.
Sellentum checks active product state, Buy Now URLs, imagery, merchandising overrides, configurator product links and analytics references before products reach shoppers.
Explore