Citelix Insights

What changed in AI search
and what it means for your store.

Fast-turn commentary on AI search engine updates, platform launches, and industry shifts. We publish only when there is something actionable for Shopify store owners.

Platform launch · May 29

Google built an AI share-of-voice tool. Here's what it shows, and what it misses.

Google's new Merchant Center AI Performance Insights ships share-of-voice for AI shopping. It's only Google's surfaces. Four big platforms aren't in the data.

Reacting to: Search Engine Land