AEO Score
71
Strong Presence
Avg Prompt Score
73
across 16 prompts
Critical Issues
3
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.
Executive summary
Aiven is highly likely to be cited by AI engines for evaluation and conversion queries because it has strong G2 presence (e.g., 248 reviews for Aiven for Apache Kafka and 78 for Aiven for PostgreSQL) and a fully public, tiered pricing page with explicit plan prices. The single highest-ROI fix is to add/expand first-party, brand-led comparison pages for high-intent evaluation queries (e.g., Aiven vs Confluent/Redpanda/Kinesis) so AI can cite Aiven directly for shortlist formation rather than relying on third-party comparisons.
Based on audit of aiven.io · Aug 10, 2026