How do you measure the impact of a news article on search results?

When a notable article publishes – positive or negative – measuring its actual reputational impact is more involved than tracking page views. The signals worth tracking. SERP placement: does the article rank for the priority branded queries, at what position, for how long. SERP feature presence: does it appear in Top Stories, news boxes, AI Overviews, knowledge panels. AI narrative adoption: do the AI engines start citing the article when answering questions about the brand, and does the article’s framing show up in engine responses. AIQ™ tracks this directly across the eight engines. Engagement and traffic signals from analytics where the article is on owned property, or from third-party tools where available for earned content. Downstream coverage: does the article get cited or referenced by other publishers, amplifying its reach. The combined picture tells you whether the article actually moved the needle or just generated a news-cycle blip.