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Provider Trends Published May 11, 2026

Some AI assistants are far more willing to mention brands than others

Your visibility can swing a lot depending on which assistant is answering. Some are generous with citations, while others are more selective — which means your share of voice isn’t fixed across AI search. If one provider barely mentions you, that’s not random noise; it’s a distribution problem. Which assistant is overlooking you?

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