System1 Investor Presentation Deck

9 RAMP is built for scale 180M+ monthly visitors¹ generating 475M+ monthly sessions¹ 625M+ queries/mo.¹ powering our search stack processes across O+O and partner sites 5B+ rows/day² generated from first- party data informing our Machine Learning pipelines 20M+ daily content recommendations² discovered, classified and served by our content recommendation engine 1. Monthly average for Q3 2022. 2. Daily Average for September 2022 25M+ daily creative & bidding optimizations² by our automated buying engine ~40 o&o internet properties spanning multiple verticals designed to refine consumer intent

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