AEO Score
1
Limited Presence
Avg Prompt Score
7
across 155 prompts
AI Share of Voice
7%
across 155 prompts
Critical Issues
5
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.
Cube.dev is a B2B semantic layer SaaS with strong AI citation inputs from G2 (27 reviews, 4.5★) and active first-party evaluation content (e.g., semantic-layer and competitor-alternative articles). The biggest AI citation risk is conversion-stage query capture—especially “How much does Cube cost?”—if pricing is not consistently crawlable/SSR for AI crawlers and if SoftwareApplication/FAQPage structured data is missing or incomplete.
Based on audit of cube.dev · Jul 14, 2026