AI Visibility
measured28/100
Emerging · in Digital Asset Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
5
across 627 prompts
AI Share of Voice
5%
across 627 prompts
Critical Issues
4
critical + high
Shortlist Position
1/80
Not Visible · Content Knowledge Discovery
How AI Visibility breaks down
in Digital Asset Management
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.
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.
Your visibility gap
Lingo surfaces in 1/80 Content Knowledge discovery prompts. Claim this profile to see which 79 prompts you're missing and how to win them.
Lingo (lingoapp.com) is a B2B digital asset management (DAM) platform with strong AI citation in at least one “content knowledge / asset management” discovery query (cited by Claude) and a crawlable, tiered pricing page. The biggest AI citation blocker for your highest-value gaps is missing first-party evaluation content for startup/small-business knowledge management queries (e.g., “best content management system for a startup team” and “knowledge management software works best for early-stage companies”).
Based on audit of lingoapp.com · Aug 30, 2026