✦ AI-Generated Answer

Between Capacities and Roam Research, Roam Research has higher AI visibility with a score of 25/100 vs 21/100. Roam Research is mentioned in 3/15 prompts while Capacities appears in 3/15. GoAI analyzes how often AI assistants such as ChatGPT, Claude, and Gemini recommend a brand across real buyer prompts.

AI Recommendation Comparison

Capacities vs Roam Research

Which Productivity Tool brand dominates AI recommendations?

Capacities

Productivity Tool

21/100

Weak

Mentions: 3/15

Voice: 14%

Sentiment: Positive

✓ ChatGPT ✗ Claude ✓ Perplexity ✓ Gemini

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Winner

Roam Research

Productivity Tool

25/100

Weak

Mentions: 3/15

Voice: 23%

Sentiment: Negative

✓ ChatGPT ✓ Claude ✗ Perplexity ✓ Gemini

Full analysis →

Roam Research has a higher AI visibility score, meaning AI assistants recommend it more frequently.

Signal Comparison

Entity Mention Frequency

Capacities29
Roam Research21

Content Citability

Capacities24
Roam Research32

Third-Party Authority

Capacities17
Roam Research23

Structured Data

Capacities13
Roam Research29

Content Freshness

Capacities22
Roam Research12

Competitive Narrative

Capacities23
Roam Research32

Frequently Asked Questions

Is Capacities or Roam Research recommended more by AI?

Roam Research has a higher AI Visibility Score (25/100) compared to Capacities (21/100).

Which platforms recommend Capacities?

Capacities is mentioned on: ChatGPT (1 mentions), Perplexity (1 mentions), Gemini (1 mentions).

How were these scores calculated?

GoAI tests brands across 4 AI platforms using buyer-intent prompts relevant to the Productivity Tool category.

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