AI search behaviour and brand visibility in customer journeys

The customer journey is undergoing a major transformation. AI is quickly becoming the first touchpoint in the customer journey. Instead of browsing search results, buyers now ask AI systems for recommendations — and act on the answers they receive. This shift in AI search behavior means that brand visibility often begins within AI-generated answers long before a user visits a company website.
As a result, traditional analytics frameworks are struggling to capture the full customer journey. Conventional attribution models track website interactions but miss early discovery stages occurring within AI platforms. This creates a growing attribution gap, where organizations cannot see how AI mentions, citations, or recommendations influence downstream engagement and website conversions.