AI Visibility
measured33/100
Emerging · in Document Generation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
97
across 38 prompts
AI Share of Voice
97%
across 38 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Document Generation
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.
Categories The Brief is visible in
2Executive summary
thebrief.ai is a B2B creative automation/ad-serving platform with strong AI citation inputs from G2 (37 reviews, 4.6/5). The biggest risk for AI engines is evaluation-stage citation for brand-aware comparison/pricing queries when they need crawlable first-party evidence (SoftwareApplication/FAQPage/robots/llms.txt not confirmed) and when Reddit/YouTube community signals are missing or unverified.
Based on audit of thebrief.ai · Oct 9, 2026