By JP Tucker
Publication Date: 2025-11-21 21:45:00
The transition to AI-driven discovery is happening faster than most retailers realize. Search platforms like ChatGPT, Perplexity, and Google’s evolving AI capabilities no longer use traditional keyword signals to showcase products. They now interpret product data directly and assess quality, completeness and consistency before deciding which retailers to display and which to disappear from view.
While this shift makes headlines around customer experience and new ways to shop, the bigger story is happening behind the scenes. AI search uncovers deep operational challenges that have quietly existed in retail for years. And as the industry approaches 2026, these challenges are quickly becoming performance risks.
Last year, my team reviewed 800 Australian retailer websites to understand how prepared the industry is for AI-powered discovery. We found that 85 percent of product pages did not meet the basic benchmarks required for AI visibility. The most concerning issue was duplication…
