UserVoice
uservoice.com · product feedback and roadmap management platform for product teams
Rank #55 of 100 brands
AI Visibility Score (AVS)
AI Platform Breakdown
ChatGPT (GPT-4o)
25 prompts scored
Claude (Haiku 4.5)
25 prompts scored
Perplexity (Sonar Pro)
25 prompts scored
Scores are averages across 25 prompts per AI platform, covering 5 categories: discovery, comparison, alternatives, use case, and integration queries. Scored via live API calls on May 30, 2026.
Visibility Gaps: Where UserVoice Is Missing
These are prompts where buyers couldn't find UserVoice in AI search results. Each gap represents lost pipeline from high-intent B2B buyers.
- 1DiscoveryMissed by: ChatGPT, Claude, Perplexity
“Top product feedback and roadmap management platform for product teams tools in 2025”
Why this matters: Discovery queries drive early-funnel awareness. Buyers use these to find solutions to problems they haven't yet named. Missing here means you're invisible before the consideration stage.
- 2Use CaseMissed by: ChatGPT, Claude, Perplexity
“How can a Head of Product or CS Manager at a SaaS company collect and prioritize customer feedback to inform product roadmap decisions more efficiently?”
Why this matters: Use-case prompts reach buyers at the exact moment they need your solution. These are the highest-converting prompt type in AI search.
- 3Use CaseMissed by: ChatGPT, Claude, Perplexity
“What software helps with close the feedback loop with customers when their requested features ship at scale?”
Why this matters: Use-case prompts reach buyers at the exact moment they need your solution. These are the highest-converting prompt type in AI search.
Gap prompts are selected by counting how many AI platforms failed to mention Prompts where all 3 platforms missed UserVoice are the highest priority gaps. Back to full leaderboard
How to Read This Score
80–100
High visibility
60–79
Moderate
40–59
Low visibility
<40
At risk
AVS (AI Visibility Score) is a 0–100 scale measuring how consistently a brand appears in AI-generated recommendations across 25 prompt types and 3 platforms (ChatGPT, Claude, Perplexity). Scores are averaged across platforms and normalized to 100. Methodology: see full leaderboard.
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UserVoice is ranked #55 of 100 B2B SaaS brands. See who ranks above them and what's driving their higher scores.
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