AI Visibility
measured44/100
Frequently Cited · in Software Marketplace
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals62/100
Some gaps
Avg Prompt Score
7
across 408 prompts
AI Share of Voice
8%
across 408 prompts
Critical Issues
4
critical + high
Brand Accuracy
1/92
citations with inaccuracies
How AI Visibility breaks down
in Software Marketplace
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 G2 is visible in
1Citation source profile
G2 is highly likely to be cited by AI engines for B2B “best [category] software” and “alternatives to [product]” queries because it has massive review volume and strong entity recognition (Wikipedia) plus extensive first-party comparison surfaces. The biggest AI-citation risk is Technical AEO: robots.txt blocks key comparison URLs (e.g., /comparisons/*) and also disallows /compare/*-vs-*-vs-* patterns, which can reduce crawlable evaluation content for AI Overviews and Copilot-style retrieval.
Based on audit of g2.com · Jul 25, 2026