AI Visibility
measured54/100
Frequently Cited · in Feedback Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
64
across 734 prompts
AI Share of Voice
65%
across 715 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Feedback Management
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 Productboard is visible in
2Executive summary
Productboard is highly likely to be cited for “best product management software” and “best … for product roadmapping and prioritization” because it has strong G2 presence (253 reviews, 4.3★) and first-party evaluation content like “Productboard vs UserVoice.” The single highest-ROI fix is to improve crawlable, tiered pricing visibility (current /pricing page appears to route to contact) and to add/verify B2B structured data (SoftwareApplication + FAQPage) so AI engines can confidently answer “How much does Productboard cost?” and comparison/evaluation prompts.
Based on audit of productboard.com · Apr 2, 2026