System1 SPAC Presentation Deck

What is RAMP? S1 Publishing stack powers 40+ O+O sites Monetization engine connects users with highest value offers that satisfy intent Data & ML pipelines ingest + process 5B+ rows/day to first-party data stores Platform architecture federates core features across search, publishing, utilities, subscription and app products Programmatic buying engine automates omni-channel advertising with creative automation & bidding optimization Powerful search stack processes 500M+ queries/mo across O+O and partner sites Content recommendation engine discovers, classifies, serves 200M+ rec's/day 21

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