LLM Perception
See how AI assistants describe the brand across visibility, accuracy, sentiment, recommendation, and citation context.
- AI answer visibility
- Factual accuracy
- Sentiment and recommendation signals
- Prompt-level evidence trails
Premium Intelligence Audits for SEO agencies
Diagnose how AI systems, the web, and your pages shape brand visibility
VectorGap turns LLM Perception, Web Perception, and GEO Performance into one audit loop: understand the answer gap, trace the evidence, fix the public truth layer, and re-run with client-ready proof.
Brand Perception Index
67
BPI detail
Trend chart
Audit drawers
GEO radar
Three-part audit loop
One premium diagnostic, three evidence layers
The public promise is simple: show agencies where AI answers come from, what the open web reinforces, and whether the client site is extractable enough to become a reliable source.
Web Perception
Understand how review sites, search results, social/forums, news, and blogs frame the brand before AI systems compress that evidence.
- Source-group perception
- Evidence gaps
- SERP and social signals
- Web Perception Score Trends
GEO Performance
Audit whether pages are structured so AI systems can extract, trust, and cite the right entity facts.
- Technical extractability
- Entity Health
- Content Structure
- Source Presence and Consistency
From diagnostic to shipped fixes
1
Run audit
2
Read the signal map
3
Open the exact prompts and evidence
4
Ship fixes
5
Re-run and prove movement
Product preview
Compact app surfaces, not noisy metric walls
The protected app uses quiet hierarchy: hero actions, BPI detail, trend-first context, collapsible audit history, prompt links, and GEO radar/score history only where they help operators act.
Latest audit drawerLLM-20260427-A18F
Visibility benchmark inside BPI
Source-group Web trend
GEO five-dimension radar
Prompt trail linked from audit history
Built for agency proof and support-friendly audit IDs
Every premium audit pattern is designed to be forwarded, debugged, and repeated: short audit IDs, direct prompt/evidence links, trend context, and client-ready reporting without unsupported performance claims.