Telegram's growth into a versatile platform includes the debut of mini apps. This groundbreaking feature presents a novel avenue for developers to engage with users and corporations alike. Mini app ads, a promising addition to this ecosystem, facilitate targeted advertising within these mini apps, unlocking new revenue streams for both Telegram and