📊 AI Brand Mention Report
Enter brand name + question bank to test brand mention 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 brand mention 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.
Measures brand mentions in API answers. Link cues and A–D grades are heuristic; they do not establish verified website citations or sentiment. Use AI monitoring for source evidence. Historical reports retain their original calculation.
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