AI Visibility
measured18/100
Emerging · in Voice AI
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
7
across 174 prompts
AI Share of Voice
7%
across 174 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Voice AI
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.
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.
Voicemod is much more likely to be cited for consumer/end-user “voice changer” queries than for B2B software evaluation queries, and its AI citation strength is currently driven by third-party review/community signals rather than first-party structured evaluation content. The single highest-ROI fix is to add crawlable, schema-backed evaluation pages (FAQPage + Organization/Product-style structured data) that answer “what it is / how it works / pricing / reliability” in a way AI engines can quote directly.
Based on audit of voicemod.net · Oct 9, 2026