AI Visibility
measured46/100
Frequently Cited · in IT & Service Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals46/100
Some gaps
Avg Prompt Score
16
across 714 prompts
AI Share of Voice
16%
across 696 prompts
Critical Issues
4
critical + high
Shortlist Rate
8/716
Category Discovery Prompts
How AI Visibility breaks down
in IT & Service Management
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 Spiceworks is visible in
2Your visibility gap
Spiceworks surfaces in 8/716 Support discovery prompts. Claim this profile to see which 708 prompts you're missing and how to win them.
Executive summary
Spiceworks is likely to be cited by AI engines for category/alternatives queries because it has strong third-party review authority (e.g., G2 shows 311 reviews at 4.3/5 and Gartner Peer Insights shows 228 reviews at ~4.0). The single highest-ROI fix is to improve first-party crawlability for evaluation content (especially pricing and comparison-style pages) because spiceworks.com itself was blocked from crawling during this audit, preventing AI engines from reliably citing its own evaluation assets.
Based on audit of spiceworks.com · Apr 2, 2026