AI Visibility
measured41/100
Frequently Cited · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
26
across 204 prompts
AI Share of Voice
26%
across 204 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 SQLite is visible in
1Executive summary
sqlite.org is highly likely to be cited by AI engines for “what is SQLite / how does SQLite work / SQLite vs X” style queries because it is the canonical, crawlable primary documentation source and is widely referenced (e.g., Wikipedia). The single highest-ROI fix is to add evaluation-style structured content (FAQPage + comparison-style pages that are explicitly about choosing SQLite vs specific alternatives) so AI systems can produce direct, citation-backed answers for “alternatives” and “which database should I use” prompts.
Based on audit of sqlite.org · Oct 2, 2026