AEO Score
10
Limited Presence
Avg Prompt Score
86
across 379 prompts
AI Share of Voice
86%
across 379 prompts
Critical Issues
2
critical + high
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.
Pulumi is a strong B2B candidate for AI citations because it has crawlable pricing with explicit tiers, first-party comparison content (e.g., Pulumi vs Terraform), and a permissive AI grounding file (llms.txt) plus an AI-friendly robots.txt. The biggest citation risk is evaluation-stage “shortlist” queries that rely on review/analyst surfaces: G2 review volume appears low (and TrustRadius shows 0 reviews), which can suppress AI inclusion in “best [category]” and “alternatives to [brand]” answers.
Based on audit of pulumi.com · Jun 12, 2026