AI Visibility
measured25/100
Emerging · in Data & Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
8
across 165 prompts
AI Share of Voice
8%
across 165 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Data & Analytics
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.
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.
MapTiler is likely to be cited by AI engines for evaluation-stage queries because it has a public, tiered pricing page and a Wikipedia entity, plus it appears on G2 with a strong rating (4.8/5) but only 3 reviews—limiting shortlist frequency. The single highest-ROI fix is to add first-party, brand-led evaluation content (especially “[MapTiler] vs [competitor]” pages and SoftwareApplication/FAQPage schema) so AI can cite MapTiler directly for comparison and pricing-evaluation prompts.
Based on audit of maptiler.com · Oct 7, 2026