If your content team still treats SEO as a keyword placement exercise, you're probably already feeling the gap between rankings and actual visibility. We've seen companies hold page-one positions while losing clicks because ChatGPT, Google's AI Overviews and Perplexity answered the query before the user ever reached the site. That's forcing a different question inside…

If you’re still defending SEO budget with rankings and organic traffic, you’ve probably had an uncomfortable conversation recently. Traffic is flat or down. Rankings look “fine.” Meanwhile, your CEO forwards a ChatGPT answer that lists three competitors and asks why you’re not there. That gap between performance and perception is where most measurement frameworks break…