AI Visibility
measured18/100
Emerging · in Content Marketing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
5
across 302 prompts
AI Share of Voice
5%
across 302 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in Content Marketing
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 WriterZen is visible in
2Executive summary
WriterZen is strongly positioned for AI citation on evaluation and conversion queries because it has a high-signal G2 presence (201 reviews, 4.7★) and publicly crawlable pricing pages. The biggest risk is conversion-stage “pricing/cost” and evaluation-stage “vs” queries being under-supported by structured data (SoftwareApplication/FAQPage) and by first-party, indexed comparison content that explicitly targets the exact competitor comparison prompts.
Based on audit of writerzen.net · Oct 4, 2026