AI Visibility
measured35/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals59/100
Some gaps
Avg Prompt Score
4
across 530 prompts
AI Share of Voice
4%
across 530 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Vertical SaaS
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 Shopmonkey is visible in
2Executive summary
Shopmonkey is already highly citable for evaluation-stage queries because it has strong G2 presence (411 reviews, 4.6/5) and publicly accessible pricing with tiered plans. The biggest AI citation risk is conversion-stage and evaluation-stage “how/what” answers that require structured product/pricing markup and crawlable comparison/FAQ surfaces—your site has comparison content and pricing, but structured-data coverage (SoftwareApplication/FAQPage/Product+Offer) and technical crawl signals could not be verified from live search.
Based on audit of shopmonkey.io · Oct 9, 2026