AI Visibility
measured27/100
Emerging · in LLMOps Platforms
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals28/100
Weak fundamentals
Avg Prompt Score
100
across 19 prompts
AI Share of Voice
100%
across 19 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in LLMOps Platforms
Composite = 50% coverage + 30% engine breadth + 20% position, 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 Predibase is visible in
1Executive summary
AI citation readiness for predibase.com is severely constrained because the domain redirects to Rubrik’s “Rubrik Agent Cloud” pages, so first-party Predibase evaluation/conversion content (including pricing and comparisons) is not reliably crawlable under the requested domain. The highest-ROI fix is to restore predibase.com as a crawlable, SSR-first source for Predibase-specific evaluation pages (especially “[Predibase] vs Gemini Enterprise Agent Platform” and other competitor comparisons) and ensure pricing + SoftwareApplication/FAQPage schema are accessible there.
Based on audit of predibase.com · Oct 5, 2026