AI Visibility
measured31/100
Emerging · in 3D & CAD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals20/100
Weak fundamentals
Avg Prompt Score
27
across 305 prompts
AI Share of Voice
27%
across 305 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in 3D & CAD
Composite = 60% coverage + 40% engine breadth, 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 Cornerstone is visible in
2Executive summary
AI citation likelihood is low because cornerstonelondon.com appears to be a relocation/services brand (not a B2B SaaS product), and it lacks the core evaluation surfaces AI engines use for software-style queries (e.g., first-party pricing/comparison pages and SoftwareApplication-style structured product data). The single highest-ROI fix is to align the site’s machine-readable entity signals (Organization/LocalBusiness + clear service pages) and add evaluation-style FAQ content that matches how users ask about relocation services (cost, process, timelines, coverage areas).
Based on audit of cornerstonelondon.com · May 6, 2026