AI Visibility
measured55/100
Frequently Cited · in Feedback Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals4/100
Weak fundamentals
Avg Prompt Score
43
across 804 prompts
AI Share of Voice
43%
across 804 prompts
Critical Issues
6
critical + high
Shortlist Position
3/78
Not Visible · Collaboration Discovery
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 Canny is visible in
2Your visibility gap
Canny surfaces in 3/78 Collaboration discovery prompts. Claim this profile to see which 75 prompts you're missing and how to win them.
Executive summary
canny.io is a B2B SaaS (customer feedback management) with strong AI citation signals in evaluation-style queries (e.g., feedback loop and stakeholder feedback integration). The biggest AI citation risk is the discovery-stage shortlist queries for broader collaboration use cases (e.g., “best collaboration tools for marketing teams” and “top collaboration tools for remote teams”); fix this by publishing collaboration-focused, remote/marketing/enterprise-specific landing pages that explicitly answer those JTBD questions and are internally linked from /compare and /pricing.
Based on audit of canny.io · May 26, 2026