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Yahoo turns to AI-powered answer engine Scout to lead it back it its roots in online search
SAN FRANCISCO (AP) -- Internet trailblazer Yahoo is exploring technology's next frontier with Scout, an answer engine powered by artificial intelligence. Scout seems insightful, based on its response to a question posed by The Associated Press about why one of Silicon Valley's brightest stars faded
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Yahoo CEO Jim Lanzone on 'the white whale of turnarounds' and turning to AI -- licensed from Anthropic | Fortune
Internet trailblazer Yahoo is exploring technology's next frontier with Scout, an answer engine powered by artificial intelligence. Scout seems insightful, based on its response to a question posed by The Associated Press about why one of Silicon Valley's brightest stars faded away a decade
[3]
Yahoo Turns to AI-Powered Answer Engine Scout to Lead It Back It Its Roots in Online Search
SAN FRANCISCO (AP) -- Internet trailblazer Yahoo is exploring technology's next frontier with Scout, an answer engine powered by artificial intelligence. Scout seems insightful, based on its response to a question posed by The Associated Press about why one of Silicon Valley's brightest stars faded
[4]
Yahoo turns to AI-powered answer engine Scout to lead it back it its roots in online search - The Economic Times
Internet trailblazer Yahoo is exploring technology's next frontier with Scout, an answer engine powered by artificial intelligence. Scout seems insightful, based on its response to a question posed by The Associated Press about why one of Silicon Valley's brightest stars faded away a decade
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Yahoo introduces Scout, an AI-powered answer engine for its 250 million U.S. users, marking a bold attempt to return to online search. Built on licensed AI technology from Anthropic, Scout aims to deliver personalized results as CEO Jim Lanzone pursues what he calls 'the white whale of turnarounds' against formidable rivals like Google, ChatGPT, and Perplexity.
Internet trailblazer Yahoo is making a calculated bet on AI to reclaim its position in online search with Scout, an AI-powered answer engine now available to its 250 million users in the U.S.
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The launch represents a significant shift for a company that once dominated the internet but has spent decades struggling to find its footing. Under CEO Jim Lanzone, who calls Yahoo "the white whale of turnarounds," the company is betting that Scout can simplify online search and deliver personalized results tailored to individual user interests.2

Source: AP
Scout distinguishes itself by avoiding simulated human conversations, a departure from popular AI chatbots. "The product is very unique, even though we didn't invent AI in the first place," Lanzone explained, noting that Scout doesn't aim to create "a fake personal relationship" with users.
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Instead, the platform provides answers with hyperlinks to supporting websites, demonstrating its functionality when it analyzed Yahoo's own decline by stating: "Yahoo's journey illustrates how a company with an early advantage can disappear without continuous innovation."1
Yahoo is running Scout on licensed AI technology from Anthropic, acknowledging it's "behind the curve" in the AI race.
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This partnership with Anthropic, the company behind Claude, gives Yahoo access to advanced AI capabilities without building the technology from scratch. The move reflects a pragmatic approach as the company attempts to compete in a crowded field that includes not just Anthropic's Claude but also OpenAI's ChatGPT, answer engines like Perplexity, and the dominant force of Google with its Gemini technology integrated into search.2
Lanzone envisions Scout as a flywheel that will continually drive traffic through Yahoo's other services, which still command a worldwide audience of 700 million users across finance, sports, news, fantasy, and email platforms.
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The company's email service remains the second largest on the web behind Google's Gmail, providing a substantial user base to introduce to Scout.Yahoo faces formidable challenges competing against Google, the same search engine that precipitated its decline two decades ago. Founded by Stanford University graduate students Jerry Yang and David Filo as the internet's first comprehensive directory, Yahoo made critical strategic errors that opened the door for Larry Page and Sergey Brin to build Google.
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Most notably, Yahoo turned down a chance to buy Google for just $1 million in 1998, a decision that would prove catastrophic as the company shifted focus from directing traffic to building a one-stop destination.The company's tumultuous journey included management under seven different CEOs in 16 years, culminating in Verizon Communications purchasing Yahoo's online operations in 2017 before bungling an integration with AOL.
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Apollo Global Management acquired Yahoo for $5 billion in September 2021—a fraction of its peak $125 billion market value during the dot-com boom in early 2000.2
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Since taking the helm, the 55-year-old Lanzone has pursued an aggressive turnaround strategy focused on shedding dysfunctional assets. The teardown included jettisoning advertising technology, selling publishers like TechCrunch and Rivals, and closing AOL's internet dial-up service, cutting off its final 500 users.
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Yahoo is now "very profitable" and generating billions of dollars in revenue, though Lanzone declined to provide specific figures.1
Despite these efforts, skepticism persists. Jeremy Ring, one of Yahoo's first employees who documented the company's rise and fall in his 2018 book "We Were Yahoo!", questioned whether the company can attract top engineering talent. "What is going to enable them to compete against all the bigger companies using AI? I am not convinced all the best engineers in the world are suddenly going to come work at Yahoo," Ring noted, while acknowledging that Yahoo hasn't become "a Blockbuster or Radio Shack story either."
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The success of Scout will likely determine whether Yahoo can leverage its existing user base to carve out a meaningful position in the AI-driven search landscape, or whether its pursuit of online search traffic remains what it has been since the late 1990s: an exercise in futility.Summarized by
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