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✦ AI-Generated Answer

Roam Research has an AI Visibility Score of 25/100 (Weak). It is mentioned in 3/15 buyer-intent prompts across 4 AI platforms. 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 Score

Roam Research

25 / 100

Weak

Share of Voice: 23% · Negative · Declining

Verified by GoAI · goai.ai · March 2026

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Platforms Tested

Mentioned in 3/15 buyer-intent prompts

✓ ChatGPT (1)✓ Claude (1)✗ Perplexity✓ Gemini (1)

AI Visibility Signals

Entity Mention Frequency
21
Content Citability
32
Third-Party Authority
23
Structured Data
29
Content Freshness
12
Competitive Narrative
32

Competitors in AI Recommendations

Obsidian
Positive56
Coda
Positive43
Roam Research
Negative25
Craft
Positive24

Prompts Tested

"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?"

Frequently Asked Questions

What is Roam Research's AI Visibility Score?

Roam Research has an AI Visibility Score of 25/100, rated as "Weak". This score measures how frequently AI assistants like ChatGPT, Claude, Gemini, and Perplexity recommend Roam Research in response to buyer-intent queries.

Is Roam Research recommended by ChatGPT?

Yes, ChatGPT mentioned Roam Research in 1 out of 15 prompts tested.

How does Roam Research compare to competitors in AI search?

Roam Research scores 25/100 compared to competitors: Obsidian (56), Craft (24), Coda (43).

What is AI Visibility?

AI Visibility measures how often a brand appears in AI-generated recommendations. As more consumers use AI assistants for purchase decisions, brands with higher AI visibility capture more organic discovery.

How can I improve my AI Visibility Score?

Run the free GoAI scanner to get your current score, then upgrade to the full $29 audit for an 18-page report with specific recommendations.

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What is AI Visibility? · AI Visibility Index