AI Visibility
measured10/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals18/100
Weak fundamentals
Avg Prompt Score
5
across 329 prompts
AI Share of Voice
3%
across 309 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Vertical SaaS
Composite = 60% coverage + 40% engine breadth, 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 Dooly is visible in
2Executive summary
AI citation likelihood is currently very low because dooly.ai is explicitly shutting down (platform access suspended June 30, 2025), which reduces the chance AI engines will keep citing it for evaluation-stage queries. The single highest-ROI fix is to either (a) migrate/redirect the domain to the successor product with preserved crawlable content and structured data, or (b) publish a clear, crawlable replacement/archival hub so AI can cite an up-to-date “what to use instead” surface.
Based on audit of dooly.ai · Apr 1, 2026