AI Visibility
measured25/100
Emerging · in AI Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
98
across 19 prompts
AI Share of Voice
98%
across 19 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in AI Infrastructure
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.
Categories Factory is visible in
1Executive summary
Factory.ai has strong AI-citation foundations for evaluation queries because it is present on G2 with 27 reviews at 4.5★. The single highest-ROI fix is to add/expand first-party, brand-led comparison and evaluation pages that directly answer “How does Factory compare to Gemini?” and “How does Factory compare to Replit?” (and ensure they’re crawlable/SSR), because that’s the most common evaluation-stage citation pattern where first-party surfaces are missing.
Based on audit of factory.ai · Sep 1, 2026