AI Visibility
measured33/100
Emerging · in IT & Service Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals37/100
Weak fundamentals
Avg Prompt Score
6
across 179 prompts
AI Share of Voice
6%
across 179 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in IT & Service Management
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 Puppeteers is visible in
1Executive summary
puppeteers.net appears to be an IT services/automation provider (B2B) with productized offerings sold via AWS/Azure marketplaces, but it is unlikely to be cited for high-intent evaluation queries because it lacks the core AI-citation surfaces (notably first-party comparison pages and strong review/analyst footprints). The single highest-ROI fix is to publish crawlable, first-party evaluation content (especially “[Puppeteers] vs [Competitor]” and “Puppeteers pricing” pages with SSR + structured data) so AI engines can recommend it during shortlist formation.
Based on audit of puppeteers.net · Oct 9, 2026