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share of voice

Articles tagged “share of voice”.

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AEO16 AI search11 Brand Wiki5 share of voice5 brand visibility3 citations3 governance2 operations2 Clear

Featured·Insights·Jul 26, 2026·3 min·Jordan Okonkwo

What Changed in AI Mentions This Quarter

A quarterly pattern review for AI search: engine disagreement, citation churn, category SOV shifts, and what brand teams should do next.

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InsightsJul 20, 20264 min
Brand Value vs. AI Share of Voice
A high brand valuation does not guarantee mentions inside AI answers. Here's how value and answer-engine share of voice diverge—and what to do about it.
Priya Desai
GuidesJul 16, 20263 min
Competitive Benchmarks Without Vanity Metrics
How to build fair AI visibility benchmarks: honest peer sets, locked prompts, and metrics that survive a leadership meeting.
Jordan Okonkwo
InsightsJul 13, 20264 min
Engine Disagreement on Category Prompts: A Sample Readout
A methodological sample across locked category prompts: where ChatGPT, Perplexity, and Gemini agree on shortlists—and where framing splits. How brand teams should read disagreement.
Maya Chen
InsightsJul 12, 20263 min
Share of Voice Is Not Preference
AI share of voice counts inclusion. Preference is about who gets recommended with trust. Separate the metrics—or you will celebrate the wrong wins.
Maya Chen

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