The week that Google confirmed it was silently rewriting publisher headlines in search results, Yahoo arrived at SXSW 2026 with a different proposition: an AI search engine built on the premise that publisher attribution is a feature, not a liability.

Yahoo Scout, now in beta, includes clear attribution and referral links to content publishers in every answer. Eric Feng, SVP and GM of Yahoo Research Group, told Mashable: "The open web is essential for building quality AI experiences and we are committed to building Scout in a way that's trusted by users and sustainable for publishers." The company also launched MyScout, a personalised AI homepage drawing on Yahoo Mail, News, Finance, and Sports content, and publisher brand pages within Yahoo News for syndicated content.

The contrast with Google's approach could hardly be more pointed. Chartbeat data published the same week shows that small publishers lost 60 percent of their Google Search referral traffic between December 2024 and December 2025; medium publishers lost 47 percent; large publishers 22 percent. AI Overviews absorbed the answer; now AI rewrites the invitation. Yahoo Scout is the first major AI search product to treat publisher attribution as a design principle rather than an afterthought.

The honest caveat is scale. Yahoo's search market share is a fraction of Google's, and Scout is still in beta. Whether it can attract enough users to matter to publishers' traffic numbers is genuinely uncertain. But its existence matters beyond the numbers it will initially drive. It demonstrates that the zero-click model is a choice, not an inevitability — that an AI search product can be built to send users outward rather than keep them captive. For publishers negotiating with AI companies over licensing and attribution, Yahoo Scout is the first credible proof-of-concept they can point to in those conversations.