AI Visibility
measured63/100
Frequently Cited · in AI Search
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals34/100
Weak fundamentals
Avg Prompt Score
12
across 270 prompts
AI Share of Voice
12%
across 270 prompts
Critical Issues
6
critical + high
Shortlist Position
12/35
Challenger · Ai Search Discovery
How AI Visibility breaks down
in AI Search
Composite = 60% coverage + 40% engine breadth, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
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 Lucidworks is visible in
3Your visibility gap
Lucidworks surfaces in 12/35 Ai Search discovery prompts. Claim this profile to see which 23 prompts you're missing and how to win them.
Executive summary
Lucidworks is a B2B enterprise AI search platform with strong AI citation signals in discovery prompts (e.g., natural-language understanding, RAG-style enterprise Q&A, and workplace search across Slack/Confluence/Drive) and solid third-party authority (G2 and TrustRadius exist). The biggest AI citation gaps are evaluation-stage coverage for the exact buyer questions you listed (enterprise document retrieval, meaning-based accuracy, vector search, and knowledge management) plus missing/unclear structured data for AI evaluation (SoftwareApplication/FAQPage) and crawlable pricing/comparison mechanics.
Based on audit of lucidworks.com · May 12, 2026