AI Visibility
measured40/100
Frequently Cited · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
3
across 544 prompts
AI Share of Voice
3%
across 544 prompts
Critical Issues
4
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.
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.
PushPress is already well-positioned to be cited for evaluation and conversion queries because it has first-party comparison pages (e.g., /compare/zenplanner) and a fully public, crawlable pricing page with explicit tiers. The biggest remaining risk for AI citation is structured-data completeness for B2B SoftwareApplication/offer/pricing semantics and crawlability controls (robots.txt/llms.txt), which were not verifiable from the requested root paths during this audit.
Based on audit of pushpress.com · Oct 3, 2026