Features built for AI visibility operations
VectorGap combines diagnostic depth, recurring monitoring, and practical reporting so teams can move from AI confusion to clear improvement work.
Understand why AI recommends competitors or misses your brand.
AI visibility diagnosticsCheck whether your content is easy for AI systems to cite and reuse.
Extractability analysisTrack your directional presence against competitors in audited prompts.
Share of modelStart faster with market-specific prompt sets and benchmark logic.
Industry templatesReview how major providers describe your brand over time.
Perception monitoringCompare positioning, recommendation behavior, and narrative gaps.
Competitive intelligenceSpot bad facts, stale claims, and mismatches against your source of truth.
Hallucination detectionShare progress with stakeholders using audit history and trend summaries.
Analytics and reportingFrom score to action
The point of the feature set is not just measurement. It is to show teams what changed, why it changed, and where the next fix will matter most.