Generative Engine Optimization
Brand — Visibility in AI
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ChatGPT —
Gemini —
—
0%
AI Visibility
Moderate
Competitive Analysis
Spider / Radar Chart
Share of voice by intent — target brand vs
competitor
Bubble Map
Each bubble = one brand · size = mentions · X = position · Y = share of voice
Share of Voice & Trend
Share of Voice Among Brands
Out of all mentions of known brands
Engine Breakdown
ChatGPT vs Gemini
Head-to-Head & Opportunities
Head-to-Head
When both brands appear in one response — target brand win rate
Opportunities by Intent
Brand absent while competitor present — green = strength
Position & Intent
Average Position in Response
Lower number = mentioned earlier
Share of Voice by Query Type
Brand's strongest standing per intent
Share of Voice by Engine and Brand
Comparing all brands across ChatGPT and Gemini
Leaderboard & Actions
Gap Prompts
Competitors appear but the target brand does not
Opportunity Prompts
No brand mentioned — completely unclaimed opportunities
Improve Prompts
Brand and competitors both appear but the brand is not ranked
#1