AI Visibility
measured51/100
Frequently Cited · in AI Governance Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals12/100
Weak fundamentals
Avg Prompt Score
97
across 310 prompts
AI Share of Voice
97%
across 310 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in AI Governance Tools
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 datadrift is visible in
1Executive summary
datadrift.com is not currently crawlable for core evaluation assets (homepage redirects to a parked GoDaddy page), so AI engines cannot cite first-party content for evaluation queries like "How does datadrift compare to Monte Carlo?". The single highest-ROI fix is to restore a crawlable, SSR homepage + product pages (including pricing) on datadrift.com so AI crawlers can index first-party comparison and pricing content.
Based on audit of datadrift.com · Sep 1, 2026