AI Visibility
measured34/100
Emerging · in Workflow Automation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals46/100
Some gaps
Avg Prompt Score
93
across 183 prompts
AI Share of Voice
93%
across 183 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in Workflow Automation
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
oxbotica.com (redirecting to oxa.tech) has strong B2B review authority on G2 (27 reviews, 4.5★) but appears to lack crawlable first-party evaluation assets (notably pricing and comparison pages) that AI engines need for conversion-stage and vs/alternatives queries. The single highest-ROI fix is to publish SSR-crawlable first-party pages for pricing and for Oxa vs Waymo/Mobileye/Applied Intuition/NVIDIA DRIVE so models can cite Oxa directly for evaluation prompts.
Based on audit of oxbotica.com · Oct 8, 2026