AI Is Making Marketing More Visible. But Are We Measuring What Actually Matters?
Why the next marketing advantage will not come from tracking more AI metrics, but from understanding which signals deserve a business decision. For more than three decades, marketers have been trained to measure everything. Impressions. Clicks. CTR. CPC. Rankings. Reach. Engagement. Mentions. Conversions. The assumption was simple: if we collected enough numbers, we would eventually understand what was working. AI is challenging that assumption. We now have more marketing data than ever, yet in many areas we have less certainty about what that data actually means. Consider what is happening with ChatGPT advertising. Six months into ChatGPT Ads, advertisers are already seeing very different results. Reported CPCs range from relatively low levels to more than $20 in some cases. Yet marketers still have limited competitive information and few established benchmarks to tell them what a "good" result actually looks like. At the same time, brands are investing heavily in AI visib...