Research question
How does advertising within conversational AI environments compare with traditional mobile channels in install volume, conversion quality and downstream user behavior?
Motivation
Conversational interfaces are emerging as advertising surfaces. Their effect on the quality — not just quantity — of acquired users is largely unstudied.
Conceptual background
Builds on mobile advertising effectiveness research, user acquisition economics and emerging work on advertising in generative AI contexts.
Research approach
Potential multi-app field research using attribution platforms, app event data and behavioral measurements of post-install engagement and retention.
Potential academic contribution
Early empirical evidence on a new advertising format, with emphasis on downstream user quality.
Practical business relevance
Informs budget allocation and channel strategy for app businesses evaluating AI-native media.
This is a working description of research in progress. No findings, publication venues or results are claimed.