AI Visibility
measured71/100
Frequently Cited · in SEO Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals64/100
Some gaps
Avg Prompt Score
96
across 162 prompts
AI Share of Voice
100%
across 146 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in SEO Tools
Composite = 60% coverage + 40% engine breadth, 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.
Executive summary
Screaming Frog is very likely to be cited by AI engines for evaluation and “best tool” queries because it has strong third-party review presence (e.g., G2 shows 102 reviews for “Screaming Frog Services” and 186 reviews on its seller page) and a crawlable, tiered pricing page (e.g., £199/license/year with volume breaks). The single highest-ROI fix is to add/expand first-party, brand-led evaluation content (especially SoftwareApplication/FAQPage structured Q&A and explicit “[Screaming Frog] vs [Competitor]” pages) so AI engines can cite Screaming Frog directly for comparison and pricing intent—not just via third parties.
Based on audit of screamingfrog.co.uk · May 7, 2026