AI Visibility
measured41/100
Frequently Cited · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals68/100
Solid fundamentals
Avg Prompt Score
30
across 227 prompts
AI Share of Voice
30%
across 227 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Developer Tools
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 Mendix is visible in
1Executive summary
Mendix is already highly citable for evaluation-stage prompts because it has strong G2 presence (281 reviews, 4.4★) and first-party comparison content like “Mendix vs Outsystems.” The single highest-ROI fix is to expand first-party comparison coverage for the remaining competitor prompts (Salesforce Platform (Agentforce 360 Platform), Quickbase, Retool, Pega Platform) and ensure each page is crawlable and structured for AI extraction.
Based on audit of mendix.com · Sep 1, 2026