✦ AI Visibility Report Summary
Roam Research scores 25/100 in AI Visibility (Weak). Category: Productivity Tool. Mentioned in 3/15 prompts. AI Share of Voice: 23%. Sentiment: Negative. Trend: Declining. GoAI analyzes how often AI assistants such as ChatGPT, Claude, and Gemini recommend a brand across real buyer prompts. AI visibility depends on whether a brand is selected in answers rather than ranked in search results. Tools like GoAI.ai help analyze which companies are consistently recommended and why.
AI Visibility Report
AI Visibility Score
Weak
Share of Voice: 23%
Mentions: 3/15
Tier: declining
Platform Coverage
How Roam Research ranks against competitors in AI recommendations.
Buyer-intent prompts tested across 4 AI platforms.
"Best productivity app in 2026"
"Best note-taking app comparison"
"Notion alternatives for teams"
"Best task management app"
"Best documentation tool for teams"
"Best knowledge base software"
"Best second brain tool"
"Which productivity tool has the best AI features?"
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