Filter seasonal Mother's/Father's Day ads — AI-driven ad filter

Filter seasonal Mother's/Father's Day ads — AI-driven ad filter targets a $12.0B = 600M potential ad-blocking users x $20 ARPU/year total addressable market with medium saturation and a year-over-year growth rate of 10%.

Key trends driving demand: Privacy-first browsing -- consumers favor tools that reduce unwanted targeting and tracking, increasing willingness to install filtering apps.; Multimodal AI -- improved image+text models allow reliable ad creative understanding (detect holiday imagery, copy, offers).; Subscription microservices -- consumers accept niche paid apps for specific frustrations, enabling monetization via low-cost subscriptions.; Platform-level transparency -- Apple/Google privacy changes increased user's awareness of tracking and ad targeting, raising demand for control..