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.
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Share of Model, citation rate and AI referral conversion as reliable KPIs: how shops make their visibility in language models measurable and controllable.
AI Search converts 23× higher than organic – but only if your products are cited. What structured product data, third-party signals and llms.txt really mean for shops.
More and more searches end on the results page itself. How shops stay visible anyway, what role structured data plays and where content needs to be aimed from here.
Where an AI summary appears, users click a search result in just 8% of visits. GEO is the key to visibility in 2026.
Larger targets, terms explained, input help, clear focus, no time limits
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