Author: Chris Han

Branded vs non branded prompts measure different AI visibility signals. Learn how to separate brand recognition from neutral recommendation strength.

Learn how to build neutral AI search prompts from SEO keywords, score brand visibility, test citations, and create a defensible prompt matrix for AI search monitoring.

Learn how to calculate AI search share of voice, benchmark competitors, score citations, and turn ChatGPT, Gemini, Perplexity, Claude, Copilot, Grok, AI Mode, and AI Overview mentions into an actionable GEO report.

Learn what an AI visibility score means, how to calculate it, what to include, and how to use AI search visibility data to improve brand presence.

Learn how to measure AI search visibility with mention rate, AI share of voice, recommendation rank, sentiment, citations, variance, and a repeatable scorecard.

The same query gives different brand picks in ChatGPT vs Perplexity vs Gemini. See 8-engine data on why they diverge and how to win each. Track yours free.

A repeatable AI search competitor analysis method to benchmark share of voice, sentiment, and citations against named rivals in ChatGPT and Perplexity. Get the method.

Prompt research for AEO turns SEO keywords and buyer intent into a tracked prompt set—the AI questions buyers actually ask. Get the repeatable method to start.

How to get cited by AI, ranked by impact: which citation tactics for ChatGPT and Perplexity actually lift your brand’s mention rate — and which ones to do first.

AEO vs SEO vs GEO, compared: the goals, signals, and metrics that actually differ, which SEO workflows carry over, and which are genuinely new. See the full breakdown.