AEO Score
19
Limited Presence
Avg Prompt Score
40
across 182 prompts
AI Share of Voice
40%
across 182 prompts
Critical Issues
3
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.
Hygraph is very likely to be cited by AI engines for evaluation-stage queries like “best headless CMS” and “Hygraph vs Contentful” because it has strong G2 review volume (718 reviews) and active first-party comparison content (e.g., Hygraph vs Contentful). The single highest-ROI fix is to strengthen/verify AI-crawlable structured data (SoftwareApplication + FAQPage for evaluation queries) and ensure technical AEO coverage (SSR + robots/llms.txt) so pricing and comparison evidence is reliably extractable.
Based on audit of hygraph.com · May 6, 2026