AI tools & assistants

Most AI Mentions Are Runner-Up Mentions: 30 AI Tools & Assistants Brands Measured

Across 30 AI tools and assistants brands and every major AI engine, 44.4% of mentions put the brand in the alternative slot rather than the recommendation. Full table, cited sources, reproducible method.