AI Search Attribution & Measurement
Articles on measuring AI search as a customer discovery channel, attribution modeling for generative engine traffic, and data-driven strategies for marketers tracking AI-powered search influence on acquisition.
What Is SEO? GSC AI Overviews Metrics That Mask Traffic Declines
Google Search Console's AI Overview data shows zero-click impressions, ranks every AIO link at position one, and distorts average position — masking real traffic declines for SEO teams.
The Attribution Trap That's Costing You GEO ROI
Stop chasing perfect attribution for geographic targeting. Track regional revenue, local visibility, and market share instead. Here's how to measure what actually moves the needle.
The Silent Ad Killer: How Inaccurate Conversion Data Sabotages Google Ads Performance
An exploration of why conversion data is more than a reporting tool, detailing its critical role in fueling Google Ads' machine learning bidding, targeting algorithms, and budget allocation.
We Finally Have Numbers on AI Search as a Customer Channel — And They're Not What You Think
Analysis of nearly 30 million AI search calls reveals how generative engines are becoming a measurable customer discovery channel, with actionable insights for marketers on attribution and measurement strategies.