AI Visibility
measured18/100
Emerging · in Software Marketplace
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals45/100
Some gaps
Avg Prompt Score
7
across 192 prompts
AI Share of Voice
7%
across 192 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Software Marketplace
Composite = 50% coverage + 30% engine breadth + 20% position, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Per-stage performance
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Categories Jugnoo is visible in
1Executive summary
Jugnoo is a B2B mobility-as-a-service (white-label dispatch/app platform) brand with some AI-citable surfaces (G2 presence and first-party “Jugnoo vs …” pages). The biggest risk for AI citation is evaluation-stage extraction: pricing and structured product metadata (SoftwareApplication/FAQPage) appear incomplete or not discoverable, so models may avoid citing jugnoo.io for “pricing” and “vs/alternatives” shortlist answers.
Based on audit of jugnoo.io · Oct 2, 2026