AI Visibility
measured17/100
Emerging · in Marketing Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals2/100
Weak fundamentals
Avg Prompt Score
12
across 309 prompts
AI Share of Voice
12%
across 309 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Marketing Analytics
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 Factors.AI is visible in
2Executive summary
Factors.ai is a B2B demand generation/ABM SaaS with strong AI-citation inputs from G2 (181 reviews) and secondary review presence on TrustRadius (14 reviews) and Capterra (19 reviews). The biggest AI citation risk is evaluation-stage “brand vs competitor” and “pricing” queries where AI needs crawlable first-party comparison/pricing content; the highest-ROI fix is to ensure pricing and evaluation pages are fully crawlable/SSR and to expand first-party comparison coverage beyond a few rivals.
Based on audit of factors.ai · Jun 5, 2026