Analysis: Advertising auctions could outscale affiliate links for AI shopping agents

Affiliate links could remain a viable monetization route for AI shopping agents, but analysis suggests they may have a ceiling and remain subscale. Rakuten was cited as an example of a successful affiliate-oriented company.

A conversion-optimized advertising model with an auction mechanism was presented as a potentially stronger alternative. Advertiser bidding could capture more of the value generated for users, while affiliate models may favor the lowest-cost, highest-converting goods.

The analysis suggested that auction-based monetization could help platforms scale by onboarding long-tail small and midsize business advertisers. The ceiling for affiliate monetization was not quantified.