AI Visibility
measured35/100
Emerging · in Content & Knowledge
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals48/100
Some gaps
Avg Prompt Score
100
across 25 prompts
AI Share of Voice
100%
across 25 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Content & Knowledge
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 Scoop.it is visible in
1Executive summary
Scoop.it is moderately likely to be cited by AI engines for B2B evaluation queries because it has a G2 presence (28 reviews) and a Gartner Peer Insights listing, plus publicly visible pricing tiers. The biggest risk is conversion-stage citation for “Scoop.it pricing” and evaluation-stage citation for “Scoop.it vs competitor” because first-party comparison content and crawlable structured data (SoftwareApplication/FAQPage) could not be verified from live search, and the homepage itself was not fetchable for crawlability checks.
Based on audit of scoop.it · Sep 29, 2026