AI Visibility
measured33/100
Emerging · in Software Marketplace
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
8
across 410 prompts
AI Share of Voice
8%
across 410 prompts
Critical Issues
4
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 TubeBuddy is visible in
3Executive summary
TubeBuddy is likely to be cited by AI engines for evaluation-stage queries because it has a meaningful G2 presence (44 reviews) and publicly crawlable pricing/plan pages with tiered pricing. The biggest citation risk is conversion-stage evaluation queries that require first-party, crawlable comparison/evaluation content (e.g., “[TubeBuddy] vs [competitor]” and “TubeBuddy pricing” in a way AI can reliably extract), plus missing/unclear structured-data signals (SoftwareApplication/FAQPage) on the site.
Based on audit of tubebuddy.com · Oct 3, 2026