AI Visibility
measured34/100
Emerging · in Content & Knowledge
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals34/100
Weak fundamentals
Avg Prompt Score
100
across 12 prompts
AI Share of Voice
100%
across 12 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Content & Knowledge
Composite = 50% coverage + 30% engine breadth + 20% position, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Per-stage performance
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Executive summary
ResearchGate is unlikely to be cited by AI engines as a B2B software tool because it is primarily an academic social network/publishing platform rather than a B2B SaaS product category. The biggest AI-citation risk is evaluation/conversion-style queries (e.g., “pricing”, “alternatives”, “best software”) where ResearchGate has no clear first-party pricing/comparison surfaces; the highest-ROI fix is to create crawlable, question-forward pages that answer “what it is / who it’s for / how it works” in structured, AI-extractable formats (FAQ + clear entity descriptions).
Based on audit of researchgate.net · Jun 9, 2026