If your product pages were written for Google in 2022, they may not be working as hard as you need them to in 2026. Shoppers are finding products differently — through AI assistants, AI-generated summaries, and conversational search tools that evaluate your product data and either recommend you or move on. Traditional search is still part of that journey. But it’s no longer the whole picture.

Writing for this environment requires more than keyword optimization . AI agents read your structured product fields — weight, dimensions, materials, compatibility — and match them against what the shopper asked for. Vague marketing copy gives an agent nothing to work with.…