AI Visibility
measured72/100
Frequently Cited · in Performance Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals71/100
Solid fundamentals
Avg Prompt Score
40
across 918 prompts
AI Share of Voice
40%
across 918 prompts
Critical Issues
4
critical + high
Brand Accuracy
1/409
citations with inaccuracies
How AI Visibility breaks down
in Performance 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.
Lattice is highly likely to be cited by AI engines for evaluation-stage queries because it has strong G2 presence (4,115 reviews) and first-party comparison pages (e.g., Lattice vs Culture Amp) plus publicly crawlable pricing with specific seat/month tiers. The single highest-ROI fix is to verify and strengthen structured data (SoftwareApplication/FAQPage/aggregateRating) and crawlability signals (robots.txt + llms.txt) so AI engines can reliably extract evaluation answers and pricing details.
Based on audit of lattice.com · Aug 4, 2026