Why AI Visibility Does Not Guarantee AI Recommendation(aivojournal.org)

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Why AI Visibility Does Not Guarantee AI Recommendation

https://www.aivojournal.org/why-ai-visibility-does-not-guarantee-ai-recommendation/

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Over the past two years, consumer brands have invested heavily in improving their visibility inside conversational AI systems. The prevailing assumption has been straightforward: if a brand appears clearly and positively in AI-generated answers, it benefits.

That assumption is incomplete.