AI Visibility
measured30/100
Emerging · in Construction Software
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals4/100
Weak fundamentals
Avg Prompt Score
4
across 395 prompts
AI Share of Voice
4%
across 395 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in Construction Software
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.
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.
Field Materials is a B2B construction procurement SaaS with strong AI-citation inputs from G2 (22 reviews, 4.8/5) and substantial first-party case studies and integration pages. The biggest AI citation risk is evaluation-stage queries that require crawlable pricing and first-party comparison pages; the site appears to route pricing to “schedule a demo/personalized quote” rather than public tiered pricing, and no first-party “Field Materials vs …” pages were found in live search.
Based on audit of fieldmaterials.com · May 7, 2026