Brand Perception Score WORLD CLASS
Run 12 category-aware AI probes to measure how AI engines describe your brand, awareness, sentiment, trust, competitive positioning, and recommendation likelihood.
Powered by
Gemini AI
✓ Category Detection
12 Probes
Sentiment Scoring
~45 seconds
Grounded citations
AI BRAND PERCEPTION INTELLIGENCE
See exactly how AI engines
describe your brand
When someone asks ChatGPT or Gemini about your brand, the AI response becomes a trust signal. This tool runs 12 structured probes to surface exactly what AI says, and shows you how to change it.
Different from
Brand Intelligence
Entity gaps & KG signals
This tool
Perception Score
Emotional & sentiment signals
Different from
Why Not Cited
Technical citation reasons
Category Detection
Auto-detects your business type (SaaS, local service, healthcare, e-commerce, etc.) to run the right probes for your category.
12 Structured Probes
Brand awareness, sentiment, trust signals: competitive positioning, recommendation likelihood, pricing perception, and more.
Verbatim AI Responses
See the exact text AI engines return about your brand, annotated to highlight positive signals, negative signals, and hedged language.
Industry Benchmarks
Compare your perception score to industry averages for awareness, sentiment, trust, and recommendation likelihood.
Perception Gaps
Identifies exactly where AI describes you negatively, hedges, or doesn't know you, ranked by severity (critical to low).
Fix Paths
Specific, actionable steps to change what AI says about you, llms.txt, schema, citations, entity signals, and review platforms.
0–39 · F (Unknown)
40–59 · D–C (Weak)
60–79 · B (Visible)
80–100 · A (Authority)
Takes ~45 seconds · Powered by Gemini AI with search grounding · Category-aware probes · Competitor comparison available
Probe Scores