AI Visibility
measured18/100
Emerging · in Device Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
7
across 204 prompts
AI Share of Voice
2%
across 188 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Device Management
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 ScalePad is visible in
2Executive summary
ScalePad is a B2B MSP customer-success/GRC/quoting platform with strong AI-citation inputs from G2 (497 reviews on G2 for the seller page) and first-party pricing plus multiple first-party “VS.” comparison pages. The biggest AI citation risk is evaluation-stage crawlability/structured-data gaps (no confirmed SoftwareApplication/FAQPage/AggregateRating found in live checks) which can reduce how often AI engines cite ScalePad for “pricing” and “vs/alternatives” queries.
Based on audit of scalepad.com · Oct 6, 2026