AI Visibility
measured34/100
Emerging · in Marketing Automation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals9/100
Weak fundamentals
Avg Prompt Score
62
across 752 prompts
AI Share of Voice
62%
across 752 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Marketing Automation
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.
Attentive is strongly positioned for AI citation in evaluation-stage queries because it has a large G2 presence (1,489 reviews) and first-party comparison pages like “Attentive vs Klaviyo.” The biggest AI-visibility risk is conversion-stage citation: pricing is publicly crawlable but appears to be “get started / custom pricing” rather than clearly tiered self-serve pricing, which can reduce citation for “Attentive pricing plans” style prompts.
Based on audit of attentive.com · Oct 9, 2026