Insights
Insights
Practical notes on AI search, the digital shelf, distribution and AI agents, written for manufacturers and distributors.
New articles are on the way. In the meantime, request your audit and we'll walk you through what we see in your category.
See how your brand shows up in AI answers
Your brand vs. 3 competitors, 100 prompts, 4 AI assistants, 3 retailers.