AI Visibility
measured26/100
Emerging · in Project Management Software
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals53/100
Some gaps
Avg Prompt Score
15
across 180 prompts
AI Share of Voice
14%
across 171 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Project Management Software
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 Commented is visible in
1Executive summary
Commented is already positioned to be cited for conversion-stage queries like "How much does Commented cost?" because its pricing page is publicly accessible and shows per-seat tiers. The biggest AI citation risk is evaluation-stage comparison queries (e.g., "How does Commented compare to Slack?") because first-party, brand-led comparison pages for the exact competitor set are not clearly discoverable/indexed from live search results.
Based on audit of commented.io · Aug 30, 2026