AI Visibility
measured33/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals50/100
Some gaps
Avg Prompt Score
5
across 305 prompts
AI Share of Voice
5%
across 305 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Vertical SaaS
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.
Swipedon is a B2B workplace/visitor sign-in (VMS) SaaS with strong third-party review visibility (e.g., TrustRadius shows 19 reviews with an 8.5/10 score). The biggest AI-citation risk is evaluation-stage coverage: swipedon.com appears to lack first-party, brand-led comparison pages and likely lacks crawlable SoftwareApplication/FAQPage structured data, which limits “alternatives to SwipedOn” and “SwipedOn vs X” citations.
Based on audit of swipedon.com · Oct 9, 2026