AI Visibility
measured10/100
Emerging · in Video Generation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals46/100
Some gaps
Avg Prompt Score
30
across 89 prompts
AI Share of Voice
30%
across 89 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Video Generation
Composite = 60% coverage + 40% engine breadth, 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 MASV is visible in
1Executive summary
massive.io (MASV) is a B2B managed large-file transfer SaaS with publicly crawlable pricing and multiple customer stories, so it’s eligible for AI citation in evaluation and conversion queries. The biggest risk is that first-party evaluation surfaces (especially SoftwareApplication/FAQPage structured data and brand-led comparison pages) are not clearly discoverable from search, which reduces the likelihood of being cited for “alternatives to MASV” and “MASV vs competitor” prompts.
Based on audit of massive.io · Jun 8, 2026