Product Innovation is Outpacing Retention
The consumer AI ecosystem has seen a rapid expansion in product capabilities, with companies launching features across multimodal generation, agents, productivity tools, and standalone interfaces. This reflects an industry still experimenting with form factors to identify where durable consumer value will emerge. Companies are prioritizing breadth of offerings, but consistent engagement across these experiences remains uneven.