Feedback does not choose products; deterministic rules still rank results
Recommendation feedback
Let shoppers tell you when a recommendation feels right.
Sellentum adds lightweight Helpful / Not right feedback to result cards, then turns those events into deterministic product risks, explanation fixes and optimization actions.
What this unlocks
Result-card feedback capture
Product quality lanes
Negative-feedback themes
Copyable tuning packet
Why it matters
Built for the real MVP, not imaginary enterprise complexity.
Merchants can spot weak explanations, wrong-category matches and thin catalog evidence
The same event contract works across finder, advisor, search and configurator surfaces
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.
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