AI Visibility
measured16/100
Emerging · in Browser Automation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
13
across 184 prompts
AI Share of Voice
13%
across 184 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Browser Automation
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 Scrapfly is visible in
1Executive summary
Scrapfly is likely to be cited by AI engines for evaluation and conversion queries because it has strong third-party review presence (G2 + Capterra) and first-party comparison content under /compare. The single highest-ROI fix is to improve crawlable structured pricing + product schema coverage (SoftwareApplication/FAQPage/Offer) so AI engines can confidently answer pricing/integration questions from scrapfly.io rather than falling back to third parties.
Based on audit of scrapfly.io · Oct 7, 2026