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Measuring LLM Visibility: Share of Model for Shops

Share of Model, citation rate and AI referral conversion as reliable KPIs: how shops make their visibility in language models measurable and controllable.

14 min read

Generative Engine Optimization for Shops: AI Visibility 2026

AI Search converts 23x higher than organic - but only if your products are cited. What structured product data, third-party signals and llms.txt really mean for shops.