AI Visibility
measured16/100
Emerging · in Commerce
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals47/100
Some gaps
Avg Prompt Score
4
across 302 prompts
AI Share of Voice
4%
across 302 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Commerce
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 Makeswift is visible in
2Executive summary
Makeswift is a B2B visual/composable website builder with some strong AI-citation inputs (public pricing and a G2 presence), but it’s likely under-cited for evaluation queries that require first-party comparison and structured product metadata. The single highest-ROI fix is to add/expand first-party evaluation content (especially “[Makeswift] vs [competitor]” pages that clearly recommend Makeswift) and ensure SoftwareApplication/FAQPage structured data is present on those pages.
Based on audit of makeswift.com · Sep 29, 2026