AEO Score
78
Strong Presence
Avg Prompt Score
72
across 828 prompts
AI Share of Voice
72%
across 828 prompts
Critical Issues
5
critical + high
Shortlist Position
62/80
Leader · Agent Frameworks Discovery
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 LlamaIndex is visible in
2Your visibility gap
LlamaIndex surfaces in 62/80 Agent Frameworks discovery prompts. Claim this profile to see which 18 prompts you're missing and how to win them.
Executive summary
LlamaIndex is already cited for agent-framework discovery queries (e.g., customer support/customer success/QA automation/integration), but it is weak for evaluation-stage and conversion-stage citation because first-party evaluation assets (pricing + structured comparison/evaluation pages) are not clearly crawlable. The single highest-ROI fix is to publish/SSR an evaluation hub that directly answers the missing buyer questions (service delivery, microservices, IT support, workflow optimization) with FAQPage + SoftwareApplication-style structure so AI engines can cite it for those exact prompts.
Based on audit of llamaindex.ai · Jun 8, 2026