🏆 Competitor AI Citation Comparison
Enter your brand and competitors, test with the same questions across AI platforms to generate a citation share ranking.
📖 What can this tool do?
Same questions, same platforms — who does AI cite more? This tool runs identical queries against your brand and competitors, producing a citation-share leaderboard. Spot the gaps your competitors haven’t filled.
See Make AI Speak for You: The Definitive Guide to GEO, Ch. 8
❓ FAQ: GEO Impact
What can competitor analysis tell me?
Three things: Where competitors get cited and you don’t (opportunities). Where you get cited and they don’t (moats). Where nobody gets cited (white space).
How many competitors?
Two or three direct competitors is the sweet spot. More inflates test time without proportional insight.
My citation rate is lower — what do I fix?
Work backwards: technical foundation (Ch. 4) → answer-block quality (Ch. 5) → content authority (Ch. 6).
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