A new research report from Tidio, an AI-powered customer service platform, exposes a significant gap in how AI's impact on consumer behavior is measured. According to McKinsey, half of consumers now rely on AI as their primary or preferred source for product research. Yet, Contentsquare's analysis of retail web traffic attributes only 0.2% of total visits to AI referrals. Both figures are accurate, and the disparity between them is what Tidio's report terms the 'dark AI' gap — the unmeasured influence of AI on purchase decisions that current attribution models cannot capture.
The report highlights that AI shapes purchase decisions at a scale far beyond what is currently tracked. This 'dark AI' includes instances where consumers use AI tools for research but complete transactions through other channels, leaving no traceable referral. Similarweb data cited in the report shows that ChatGPT-referred U.S. retail sessions convert at 11.4%, the highest of any measured channel. This implies that tagged AI referrals represent high-intent traffic from a much larger pool of AI-influenced journeys that go uncredited.
The implications for e-commerce businesses are substantial. McKinsey projects that $750 billion in U.S. revenue will flow through AI-powered search by 2028. Brands that fail to prepare risk losing 20–50% of traditional search traffic. Morgan Stanley estimates that AI agents will influence between $190 billion and $385 billion in U.S. e-commerce spending by 2030. These projections underscore the urgency for businesses to adapt their attribution and marketing strategies to account for AI's growing role.
Tidio's report serves as a wake-up call for marketers and retailers who rely on traditional attribution models. As AI becomes increasingly embedded in consumer decision-making, the gap between actual influence and measured impact is likely to widen. The report suggests that businesses need to develop new metrics and strategies to capture AI's true contribution to sales. Without such adjustments, companies may undervalue AI-driven channels and misallocate budgets.
For more details, the full announcement is available at Newsworthy.ai. Tidio's platform, including its AI agent Lyro, is designed to help e-commerce businesses leverage AI for customer service and sales. More information can be found at Tidio's website and Lyro's site.
