AI Visibility
measured16/100
Emerging · in Customer Experience
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
10
across 152 prompts
AI Share of Voice
10%
across 152 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Customer Experience
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.
motion.io (rebranded to LaunchBay) is a B2B client onboarding SaaS with strong third-party credibility (G2 shows 59 reviews at 4.6★ per your pre-verified context). The biggest AI-citation risk is conversion-stage evaluation queries that require crawlable first-party evidence—specifically SoftwareApplication/FAQPage structured data and robust first-party comparison/pricing surfaces that AI engines can reliably extract.
Based on audit of motion.io · Sep 29, 2026