AI Visibility
measured25/100
Emerging · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals32/100
Weak fundamentals
Avg Prompt Score
3
across 397 prompts
AI Share of Voice
3%
across 397 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 Adminer is visible in
1Executive summary
Adminer is likely to be cited by AI engines mainly for evaluation-stage “reviews/alternatives” queries via third-party directories (e.g., G2 and Capterra), but it is weak for conversion-stage and first-party evaluation queries because adminer.org does not present crawlable pricing or comparison/evaluation pages. Highest-ROI fix: publish/SSR a clear pricing page (tiers or licensing model) and add first-party “[Adminer] vs [Competitor]” evaluation pages that are recommendation-led and indexable.
Based on audit of adminer.org · Sep 29, 2026