Interactive product walkthrough · Synthetic data
Put the most relevant sponsored products first.
See how an illustrative Semvanta ranking layer reorders eligible sponsored products while keeping the retailer's ad server and campaign rules in control.
Demonstration only. This browser demo mirrors the deterministic baseline API scoring for these simplified synthetic candidates, not the live semantic model. Product data is fictional. No measured CTR, conversion, or revenue uplift is implied.
Before · Eligible input order
Illustrative order provided by the retailer.
After · Semvanta reranking
Same eligible candidates, reordered by illustrative relevance signals.
How the demo ranks
Hard exclusions first: ineligible, out-of-stock, or inactive campaign items never appear. Remaining candidates are scored using 70% token overlap, 25% category affinity and 5% logarithmically normalized bid. These baseline weights are not optimized or validated.
Production integration: Semvanta returns ranked candidate IDs and reasons. Your ad server retains auction, campaign eligibility, delivery, pricing and measurement.