AI Visibility
measured18/100
Emerging · in IT & Service Management
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals29/100
Weak fundamentals
Avg Prompt Score
29
across 18 prompts
AI Share of Voice
100%
across 2 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in IT & Service 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.
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.
Executive summary
lets-talk.ai is a B2B software brand (instant messaging/chat automation for enterprises), but it is currently unlikely to be cited by AI engines for evaluation and conversion queries because the homepage is not crawlable (404) and no first-party pricing/comparison/structured-data signals were found. The single highest-ROI fix is to restore crawlable, SSR-rendered core pages (especially pricing + product overview) and add SoftwareApplication/FAQPage schema so AI engines can extract evaluation answers.
Based on audit of lets-talk.ai · Aug 29, 2026