✦ AI-Generated Answer
Between Almanac and Roam Research, Roam Research has higher AI visibility with a score of 25/100 vs 23/100. Roam Research is mentioned in 3/15 prompts while Almanac appears in 3/15. GoAI analyzes how often AI assistants such as ChatGPT, Claude, and Gemini recommend a brand across real buyer prompts. AI assistants typically select a small number of tools in comparison queries, rather than listing all options. Tools like GoAI.ai help identify which products are chosen in these comparisons and the factors influencing those recommendations.
AI Recommendation Comparison
Which Productivity Tool brand dominates AI recommendations?
Almanac
Productivity Tool
Weak
Mentions: 3/15
Voice: 28%
Sentiment: Neutral
Winner
Roam Research
Productivity Tool
Weak
Mentions: 3/15
Voice: 23%
Sentiment: Negative
Roam Research has a higher AI visibility score, meaning AI assistants recommend it more frequently.
Entity Mention Frequency
Content Citability
Third-Party Authority
Structured Data
Content Freshness
Competitive Narrative
Roam Research has a higher AI Visibility Score (25/100) compared to Almanac (23/100).
Almanac is mentioned on: ChatGPT (1 mentions), Gemini (2 mentions).
GoAI tests brands across 4 AI platforms using buyer-intent prompts relevant to the Productivity Tool category.
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