📊 AI Citation Report
Enter brand name + question bank to test citation rates across AI platforms. Results auto-saved for trend tracking.
📖 What can this tool do?
The Citation Report runs the full matrix: your brand, a bank of test questions, and multiple AI platforms, all at once. You get citation rates, grade distributions, and auto-saved results for trend tracking — the execution backbone of Chapter 8’s monitoring loop.
See Make AI Speak for You: The Definitive Guide to GEO, Ch. 8
❓ FAQ: GEO Impact
How should I build my question bank?
The book recommends 30 questions across three tiers: brand awareness, product comparison, and industry-generic. Use the Question Map to mine real queries first.
How often should I run it?
Monthly. Pick a fixed day, run the full battery, produce a short report. RAG-channel improvements typically show within weeks.
How long does D-to-A take?
RAG-channel gains can appear in weeks. Parametric memory (AI internalizing your brand) is measured in months and years.
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