AI Visibility
measured55/100
Frequently Cited · in Software Marketplace
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals55/100
Some gaps
Avg Prompt Score
7
across 167 prompts
AI Share of Voice
7%
across 167 prompts
Critical Issues
5
critical + high
Shortlist Position
0/80
Not Visible · Feedback Management 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 Software Advice is visible in
1Your visibility gap
Software Advice surfaces in 0/80 Feedback Management discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Citation source profile
Softwareadvice.com is a B2B review aggregator with strong baseline authority (e.g., it is described as having 2.5M+ verified reviews on its homepage and has a G2 product page). The biggest AI-citation gap for your target category (Feedback Management) is missing/weak first-party, evaluation-intent content that directly answers “top feedback management tools for small businesses / for product teams / for SaaS companies / for remote teams / for educational institutions / for marketing teams / for large enterprises” in a way models can extract and recommend.
Based on audit of softwareadvice.com · May 18, 2026