{"page":"/blog/kevel-vs-topsort-vs-criteo-vs-mirakl","modified":"2026-11-10","license":"https://creativecommons.org/licenses/by/4.0/","columns":["If your situation is...","The model that matches","Vendors here"],"rows":[["No ad sales team, need revenue in the first year","Managed platform with demand","Criteo"],["Strong engineering team, many formats and channels","General API ad server","Kevel"],["Strong search and ranking team, auction-led marketplace","Auction API with quality scores","Topsort"],["Large third-party seller base","Marketplace-native","Mirakl Ads"],["You must keep the advertiser relationship and logs","API-first","Kevel or Topsort"],["You want brands to buy you inside tools they already use","Demand integrations","Criteo (SA360, Microsoft), Kevel (The Trade Desk, Skai), Topsort (Skai, Toppie)"]],"sourceUrls":[[],[],[],[],[],[]]}