Yahoo Scout looks like a more web-friendly take on AI search

Jan 27, 2026 10:00 PM - 4 months ago 106218

Yahoo’s large AI play is, successful galore ways, really a return to the company’s roots. Three decades ago, Yahoo was known arsenic “Jerry’s guideline to the world wide web,” and was designed arsenic a benignant of all-encompassing portal to thief group find bully worldly connected an progressively large, hard-to-parse internet. In the early aughts, the emergence of web hunt much aliases little obviated that full idea. But now, Yahoo thinks, we’ve travel backmost around.

With a caller merchandise called Scout, Yahoo is trying to return to being that benignant of guideline to the web — only this time, pinch a full bunch of AI successful the mix. Scout, successful its early form, is simply a hunt portal that will instantly beryllium acquainted if you’ve ever utilized Perplexity aliases clicked complete to Google’s AI Mode. It shows a matter container and immoderate suggested queries. You type a question; it delivers an answer. Right now Scout is simply a tab successful Yahoo’s hunt motor (which, CEO Jim Lanzone likes to punctual maine each clip we talk, is someway still the third-most-popular hunt motor successful the US), a standalone web app, and a cardinal characteristic successful the caller Yahoo Search mobile app. Yahoo calls it an “answer engine,” but it’s AI web search. You get it. And truthful far, it’s the astir search-y of immoderate akin merchandise I’ve tried. I for illustration it a lot.

Scout has 2 jobs, really. The first is conscionable to beryllium a guide, to find worldly connected the web. “It’s moved from ‘how do I find things connected the internet’ to weeding done clickbait and now AI slop,” says Eric Feng, who runs Yahoo’s investigation group and has been starring the Scout project. But Scout’s occupation is besides to bring AI summaries and smarts to each of Yahoo’s different products, and to thief Yahoo users propulsion each that disparate information into 1 place.

In a funny twist, Yahoo whitethorn beryllium perfectly positioned to do this well. Because Yahoo runs immense contented verticals for illustration Sports and Finance, pinch a large newsroom of its ain and partnerships pinch galore different publishers, it has a immense magnitude of high-quality reference worldly for Scout. It besides has Yahoo Weather and Yahoo Mail and Yahoo Horoscopes and Yahoo Shopping and Yahoo So Many Other Things Besides. Yahoo is simply a full-fledged contented machine, and it tin conscionable constituent an LLM astatine each that content. “We’re the only ones who tin return our personification data, our usage data, our content, our relationships and information, and harvester that pinch everything we cognize astir hunt into an AI reply engine,” Lanzone says.

Two screenshots of Yahoo Scout successful a mobile app.

Google would astir apt return rumor pinch that statement. It has galore of Yahoo’s aforesaid advantages, and a bunch of different ones, and a batch much users. But Yahoo has 1 cardinal triumph complete Google: It doesn’t person a massive, indomitable search-ads business to protect. Because of the sheer standard of some its personification guidelines and its revenue, Google has to slow-play its measurement into making AI Mode the look of Google Search, moreover though that’s evidently the plan. Yahoo has nary specified qualms: Lanzone says Scout won’t switch modular Yahoo Search from time one, but makes it beautiful clear that that’s the scheme earlier long.

There is still a business scheme here, though. Scout is launching pinch connection links for shopping results and an advertisement portion astatine the bottommost of immoderate searches. All the AI hunt products look to beryllium deciding that ads are the measurement to monetize AI, and Yahoo is group up to get location quickly. The goal, Lanzone says, is to usage ads to support Scout free for everyone. “Maybe 1 time we’ll besides person a paid tier,” he adds, “but free hunt is highly important.”

One point Yahoo isn’t doing? Building its ain instauration model. For 1 thing, Lanzone says, doing that is very expensive. “We deliberation we tin champion service our users not truthful overmuch pinch the model,” he says, “but pinch the grounding information and the personalization information that we tin adhd connected apical of different people’s models.” Scout is based connected Anthropic’s Claude model, and what Feng describes arsenic “Yahoo content, Yahoo data, Yahoo personality.” Much of the web-search information comes from a business pinch Microsoft and Bing, arsenic it has for galore years.

A screenshot showing a matter box, respective hunt suggestions, and a sidebar pinch erstwhile searches.

Everybody doing AI hunt swears they attraction profoundly astir the early of the unfastened web, but successful my testing truthful far, Scout is the astir web-forward AI hunt merchandise yet. When I asked Scout, “What’s the latest connected this wintertime storm?” it responded pinch a one-paragraph summary that included 3 links prominently highlighted successful blue. After that, I sewage 3 sections of much specifications astir what’s happening successful my Virginia town, the forecast to come, and past a “Latest News” conception pinch links to Yahoo stories, Yahoo partner stories, and different links astir the web. In total, the page had 9 links, positive a measurement to spot each the page’s sources astatine once.

When I did the aforesaid hunt connected ChatGPT, Perplexity, and Google AI Mode, I sewage akin summaries, system successful akin ways. ChatGPT was the only 1 to nexus more prominently: It stuck a carousel of news links correct astatine the apical of the page. Other than that, each 3 platforms look to hide links down icons aliases light-colored buttons — only Scout seems to really want you to click the links. Making judge group really do click them will beryllium important to the remainder of Yahoo’s business, and to keeping its newsroom and patient partners connected committee pinch Scout’s existence.

In my early tests of Scout, it feels overmuch much for illustration a hunt motor than an AI companion. Its reside is very straightforward, and it doesn’t coming for illustration a friend to talk to. It’s conscionable a measurement to find accusation connected the internet, organized conversationally alternatively than arsenic a bunch of links. That doesn’t sound peculiarly novel, but successful a oversea of AI devices that would emotion to dress the net doesn’t beryllium astatine all, it’s a refreshingly useful return connected the genre. I don’t deliberation I’ve utilized Yahoo Search connected intent successful a decade, but erstwhile I wanted to cognize erstwhile the Winter Olympics started, Scout gave maine a amended reply than immoderate different hunt motor I tested. That’s not capable to return connected Google, but it’s a decent start.

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