Source: Shae O.
As AI-generated spam floods search results and Google's own AI summaries cannibalize click-through traffic, the traditional search-as-research tool is collapsing for everyday users. The article maps concrete alternatives—from niche forums and direct site searches to paid research tools and human-curated resources—that show consumer research behavior fragmenting away from a single dominant platform for the first time in two decades. This matters because it upends the discovery economics that powered the entire digital advertising industry, forcing brands and publishers to rebuild direct audience relationships rather than rely on algorithmic distribution.