AI Visibility
measured52/100
Frequently Cited · in Software Marketplace
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals36/100
Weak fundamentals
Avg Prompt Score
12
across 388 prompts
AI Share of Voice
12%
across 388 prompts
Critical Issues
3
critical + high
Shortlist Position
29/80
Challenger · Software Marketplace Discovery
How AI Visibility breaks down
in Software Marketplace
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 TrustRadius is visible in
1Your visibility gap
TrustRadius surfaces in 29/80 Software Marketplace discovery prompts. Claim this profile to see which 51 prompts you're missing and how to win them.
Citation source profile
TrustRadius is already highly citable for evaluation-style prompts because it has first-party comparison pages (e.g., /compare-products/...) and publicly crawlable pricing pages for products. The highest-ROI fix is to expand/structure category-level “best for [company type/use case]” pages to directly cover the discovery gaps (solo agency/independent contractors/seed-funded/boutique firms), so AI can shortlist TrustRadius for those missing discovery queries.
Based on audit of trustradius.com · Jul 15, 2026