AI Visibility
measured25/100
Emerging · in Data & Analytics
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
6
across 300 prompts
AI Share of Voice
6%
across 300 prompts
Critical Issues
3
critical + high
Shortlist Position
1/80
Not Visible · Customer Data Platform Discovery
How AI Visibility breaks down
in Data & Analytics
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 Littledata is visible in
2Your visibility gap
Littledata surfaces in 1/80 Customer Data Platform discovery prompts. Claim this profile to see which 79 prompts you're missing and how to win them.
Executive summary
littledata.io is already cited for “customer data platform for e-commerce businesses” (Claude) and has meaningful G2 presence (58 reviews). The biggest AI-citation risk is evaluation-stage “how to” and “what is” queries around CDP segmentation/unification for broader audiences (data analysts, SaaS companies), which are not yet supported by enough crawlable first-party content targeting those exact prompts.
Based on audit of littledata.io · Aug 30, 2026