AI Visibility
measured27/100
Emerging · in Help Desk
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
7
across 804 prompts
AI Share of Voice
6%
across 783 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Help Desk
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 Helpscout is visible in
4Executive summary
Help Scout is highly likely to be cited for “best help desk software” style prompts because it has strong G2 presence (434 reviews, 4.4★) and active third-party discussion on Reddit. The biggest AI-citation risk is evaluation-stage comparison coverage: live search did not surface first-party “[Help Scout] vs Zendesk/Freshdesk/Front/Intercom/HubSpot Service Hub” pages, so models may rely on competitors or third-party comparisons instead of citing Help Scout for “How does Help Scout compare to …?” queries.
Based on audit of helpscout.com · Apr 1, 2026