AI Visibility
measured25/100
Emerging · in ETL & Data Integration
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals34/100
Weak fundamentals
Avg Prompt Score
100
across 18 prompts
AI Share of Voice
100%
across 18 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in ETL & Data Integration
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.
Cherre is a B2B real-estate data/analytics platform, but AI citation readiness is constrained by weak third-party review signals (G2 shows 0 reviews for its CoreConnect product) and likely thin crawlable evaluation assets (no clearly indexed first-party comparison pages found). The single highest-ROI fix is to create/ship crawlable, SSR-first evaluation content (especially brand-led “Cherre vs X” pages and a crawlable pricing page) so AI engines can cite Cherre for shortlist and conversion queries.
Based on audit of cherre.com · Oct 2, 2026