AI Visibility
measured25/100
Emerging · in Risk, Compliance & GRC
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals34/100
Weak fundamentals
Avg Prompt Score
100
across 14 prompts
AI Share of Voice
100%
across 14 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Risk, Compliance & GRC
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
AI citation readiness for ecotech.com is weak because the site appears to be primarily an environmental monitoring equipment brand (not a software/SaaS product), and there are no strong, crawlable first-party evaluation assets (e.g., pricing/comparison pages) surfaced in search. The single highest-ROI fix is to publish/SSR-index clear, product-specific “what it is / who it’s for / specs / pricing or procurement model” pages that AI can quote directly for evaluation-style queries.
Based on audit of ecotech.com · Aug 30, 2026