How to Choose an AI Visibility Agency in 2026

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The AI visibility market in 2026 looks the way the SEO market looked in 2010: a handful of practitioners doing real work, a much larger crowd selling the language of the discipline without the underlying methodology, and almost no agreed-upon way for buyers to tell the difference. Gartner projected that traditional search would lose 25% of its volume to AI-powered search experiences by 2026, and that shift is now underway. McKinsey's State of AI research shows enterprise AI adoption climbing into majority territory across functions, and buyers are responding by hiring help. But "help" varies widely. Some agencies have measurement layers, structured content workflows, and citation tracking. Others have a deck.

This guide is for the marketing leader, comms head, or founder who has been pitched by three "AI visibility agencies" in the last 30 days and needs a real way to evaluate which one can actually deliver citations inside...

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