AI Visibility
measured18/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals44/100
Some gaps
Avg Prompt Score
1
across 733 prompts
AI Share of Voice
0%
across 717 prompts
Critical Issues
5
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 Feathery is visible in
4Executive summary
Feathery is a B2B workflow/form platform with some first-party comparison content (e.g., Feathery vs Paperform) and public pricing references, but it is unlikely to be strongly cited for evaluation queries because key AI-citation surfaces are thin (e.g., G2 review volume is only 12). The single highest-ROI fix is to expand crawlable, first-party evaluation assets (especially a dedicated, indexed pricing page with machine-readable pricing + SoftwareApplication/FAQ schema) so AI engines can confidently cite Feathery for “alternatives” and “pricing” prompts.
Based on audit of feathery.io · Aug 30, 2026