AEO Score
3
Limited Presence
Avg Prompt Score
16
across 175 prompts
AI Share of Voice
16%
across 175 prompts
Critical Issues
4
critical + high
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 Firebolt is visible in
1Executive summary
Firebolt is a B2B cloud data warehouse vendor with strong AI-citation inputs from G2 (14 reviews, 4.5/5) and a publicly crawlable pricing page with specific compute/storage rates. The biggest risk for AI evaluation shortlists is missing/uncertain structured-data coverage (SoftwareApplication/FAQPage/aggregateRating) and limited review volume on secondary B2B review sites (e.g., TrustRadius shows only 2 reviews). Highest-ROI fix: add/verify SoftwareApplication + FAQPage + AggregateRating structured data across product/pricing pages so AI engines can confidently cite Firebolt for evaluation and pricing queries.
Based on audit of firebolt.io · Jun 9, 2026