AI Visibility
measured25/100
Emerging · in Sales Intelligence
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals43/100
Some gaps
Avg Prompt Score
4
across 338 prompts
AI Share of Voice
4%
across 338 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Sales Intelligence
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 AutoAlert is visible in
2Executive summary
AutoAlert is a B2B automotive data mining/CRM platform and already has meaningful AI-citation fuel via a G2 profile (4.5/5 from 10 reviews). The biggest AI-visibility risk is evaluation-stage citation: there’s no clear evidence of first-party “[AutoAlert] vs [Competitor]” pages and no crawlable, tiered pricing page—so AI engines can’t reliably cite AutoAlert for shortlist/comparison and conversion queries.
Based on audit of autoalert.com · Oct 2, 2026