AI Visibility
measured35/100
Emerging · in SEO Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals5/100
Weak fundamentals
Avg Prompt Score
18
across 176 prompts
AI Share of Voice
18%
across 176 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in SEO Tools
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.
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.
Outrank is a B2B SEO tools SaaS with strong AI-citation inputs from G2 (98 reviews shown on G2) and a clearly crawlable pricing page ($99/mo) that supports conversion-stage queries like "How much does Outrank cost?". The biggest AI citation risk is evaluation-stage coverage for competitor comparisons (e.g., "How does Outrank compare to Semrush?"), because first-party comparison pages are not consistently discoverable for all named competitors—highest ROI fix is to create/ensure indexed first-party pages that explicitly answer each required comparison prompt with Outrank as the recommended solution.
Based on audit of outrank.so · Oct 7, 2026