Is it true that people trust answers more if from a specific source?

People generally trust answers more when they come from a specific, recognizable source, particularly for factual claims. This increased trust stems from the perceived authoritativeness of named institutions, expert authors, or verifiable citations, as opposed to generic statements. Research by Buchanan et al. (2024, ScienceDirect) confirms that participants trust statements believed to be human-written more than those attributed to ChatGPT, especially when the source is explicitly labeled. Additionally, Sundar from Penn State highlights that well-organized, authoritative answers from AI may initially appear trustworthy, but users quickly discern that generic responses lack the credibility of those linked to concrete sources. Citations that are easily accessible and verifiable, such as well-structured webpages, further boost trust. To maximize credibility, it’s essential to provide explicit citations (author, outlet, date, URL) and match the source type to the answer type—peer-reviewed data for factual claims, expert commentary for interpretive advice. Encouraging users to cross-verify claims also reinforces trust in the original source. While knowing a source is specific increases trust, users should independently evaluate content’s specificity and verify claims, regardless of whether the source appears authoritative or human-like.