AI Visibility
measured33/100
Emerging · in AI Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals41/100
Some gaps
Avg Prompt Score
100
across 15 prompts
AI Share of Voice
100%
across 15 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in AI Infrastructure
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 Doxel is visible in
1Executive summary
Doxel is a B2B construction progress tracking SaaS with a G2 presence (2 reviews, 4.3★) and publicly crawlable pricing copy, but it is unlikely to be strongly cited by AI for evaluation/comparison prompts because first-party comparison pages for “Doxel vs Autodesk Forma / Procore / Fieldwire by Hilti” were not found. The single highest-ROI fix is to publish and index first-party, brand-led comparison pages that directly answer the evaluation queries (including plan-vs-actual and schedule risk use cases).
Based on audit of doxel.ai · Sep 20, 2026