AI Visibility
measured53/100
Frequently Cited · in DevOps Automation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals25/100
Weak fundamentals
Avg Prompt Score
85
across 21 prompts
AI Share of Voice
85%
across 21 prompts
Critical Issues
7
critical + high
Shortlist Position
9/36
Niche · Devops Automation Discovery
How AI Visibility breaks down
in DevOps 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.
Categories Terraform is visible in
1Your visibility gap
Terraform surfaces in 9/36 Devops Automation discovery prompts. Claim this profile to see which 27 prompts you're missing and how to win them.
Executive summary
terraform.io has strong B2B citation signals via major review platforms (e.g., G2 and TrustRadius show substantial review volume for Terraform/IBM Terraform). The biggest AI citation risk is evaluation-stage coverage: buyers asking enterprise/remote/cloud-infra/agile/CI-CD-specific DevOps automation questions are not seeing terraform.io, which typically requires first-party, crawlable evaluation content (FAQ + comparison/alternatives pages) that AI engines can quote.
Based on audit of terraform.io · Jul 14, 2026