✦ AI-Generated Answer
Roam Research has weak AI visibility with a score of 25/100. It is rarely mentioned in AI-generated recommendations, appearing in only 3/15 buyer-intent prompts. GoAI analyzes how often AI assistants such as ChatGPT, Claude, and Gemini recommend a brand across real buyer prompts.
We analyzed how often AI assistants recommend Roam Research across 15 buyer-intent prompts in the Productivity Tool category.
Roam Research
Weak
Share of Voice: 23% · Negative
Verified by GoAI · goai.ai · March 2026
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Roam Research was mentioned by 3 out of 4 AI platforms.
How Roam Research performs on key GEO factors
See how Roam Research compares to competitors in AI recommendations.
We asked these 15 questions to 4 AI platforms
Roam Research has limited AI visibility with a score of 25/100. It is mentioned in only 3/15 prompts across AI platforms.
We tested ChatGPT (GPT-4o), Claude 3.5 Sonnet, Perplexity AI, Google Gemini. Roam Research was mentioned by 3 platforms: ChatGPT (1 mentions), Claude (1 mentions), Gemini (1 mentions).
In the Productivity Tool category, Roam Research scores 25/100. Competitors: Obsidian (56), Craft (24), Coda (43).
The AI Visibility Score (0-100) measures how frequently a brand is recommended by AI assistants in response to buyer-intent queries.
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