AppLovin already owns a scaled, cash-rich ad optimization engine; the 2031 upside is turning that engine into a broader outcomes network for consumer and commerce advertisers, where embedded publisher distribution,
telemetry, and trusted measurement let revenue compound faster than the ad-tech peer set even if the
valuation multiple cools from today's premium.