Speed is life in the news business, and that went double during the 2010s, when search engines and social networks were the dominant distribution platforms. Especially around major live events like the Oscars or the Super Bowl, the pressure to publish stories quickly often meant preparing “shell” stories in advance, with potential headlines and background information already included.
As I’ve written before, AI has a tough time with breaking news. Because it takes time for facts to be verified and a consensus to emerge about what happened, AI systems—and in particular Google—tend to shy away from summarizing events in the early minutes or hours of a news event. So in an AI world, you might think that speed is less essential to covering a story.
Except it’s more complicated than that. Some news publishers are pushing in the opposite direction, opting to publish faster, and with more stories, in the wake of breaking news. To cover World Cup games, USA Today decided to prepare several shell articles around major games, Digiday reported. Internal AI systems helped accelerate that process, with human editors altering and publishing them as the games developed. The tactic worked well for USA Today’s Winter Olympics coverage, so it doubled down for the World Cup.
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The race to be cited
Getting stories up fast isn’t new, but the AI dimension is. It’s unclear how long it takes for Google to create an AI Overview around a breaking topic. The Digiday piece cites one test in which AI Mode had access to a breaking story’s information within 10 minutes. AI Overviews appear to move more slowly: One SEO consultant said he had seen them appear within about four hours, and sometimes as long as half a day, while acknowledging there isn’t a lot of good data to go on.
While it takes time for Google to formulate an AI Overview around a story, USA Today’s experience suggests that being first still matters. Being part of the initial set of sources that compose the answer bestows an advantage for ongoing inclusion—as long as the engine considers you authoritative, and the piece directly answers the queries people are actually typing into AI search.
That’s where using the shell articles as a broad strategy instead of a one-off factors in. Having multiple stories around the same topic, linking to each other, is a strong signal. It doesn’t hurt that USA Today is a major domain. Also likely a major factor: USA Today reporters are live at the games, gathering exclusive quotes, facts, and perspectives in follow-up reporting. AI sees all of that and notes the pattern as it considers what to include in a summary.
Is there a first-mover advantage? That’s unclear, but being early to a story likely factors into inclusion. Muck Rack analyzed more than one million links cited by major AI systems and found that the highest citation rate occurred during the first seven days after publication. So recency affects citation selection, but the first article doesn’t necessarily beat the fifth article.
So, with respect to AI, being early matters, not necessarily being first. And it’s far from the only factor: established authority—either on a topic or in the news media broadly—is clearly an advantage. A study from SEO tools company SE Ranking that analyzed 75,550 AI Overviews found that, among recognized news outlets, 10 publications received almost 80% of all mentions. The BBC, The New York Times, and CNN alone accounted for 31%.
Beyond the blue link
The deeper change is that the unit of competition is no longer simply the ranked link. Search rankings still matter, but they are increasingly feeding something else: a cluster of sources that an AI system uses to compose an answer. In that environment, the goal is not just to rank. It is to become one of the sources the answer cannot ignore.
The prize is no longer only the click. It is presence, citation, and narrative authority—the chance to help define what the story is before the audience ever reaches a publisher’s site.
That changes the newsroom playbook, although it doesn’t replace the old one. The job is to prepare for predictable uncertainty: Form a picture of the outcomes you know may happen, the questions readers are likely to ask, and the context an AI system will need to understand about why the event matters. Before news events, consult with your team and AI on possible outcomes, the stories you’d create, and the search queries that people are most likely to ask. Choose the stories you want to be authoritative on, and use AI to help prepare shells and ensure that all your staff is trained up to know what to do.
But the point is not to publish an empty wrapper with a headline and a promise of more to come. The winning article is fast, but not thin. It answers the obvious question, supplies the necessary context, links to relevant background, and shows evidence that someone is actually reporting the story. In practice, that means writing for two readers at once: the human who wants the latest developments, and the machine deciding which sources belong in the answer. Background, links, metadata, original quotes, clear sourcing, and visible updates all become part of the same authority signal.
Turn speed into staying power
Then extend that authority beyond the first article—not by spraying the same story everywhere, but by reinforcing the reporting where audiences and AI systems already look for confirmation. The follow-up analysis can become a short video, a podcast segment, a newsletter item, or a social post, but the point is consistency, not duplication. AI is a great accelerant, but not a replacement for reporters or reporting.
That also means the dashboard has to change. Clicks still matter, but they will undercount the value of this work. Newsrooms need to know whether they’re present in AI answers, whether their reporting is showing up (and how prominently), and whether their original facts and framing are making it into the summary. In other words, it’s not just about capturing your share of the traffic, but your share of the answer.
The tactics are there for publishers that have the goods. Speed still creates the opening. Authority determines who owns the answer—and whether winning it is worth anything.
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