AI Visibility
measured23/100
Emerging · in FP&A
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals50/100
Some gaps
Avg Prompt Score
18
across 174 prompts
AI Share of Voice
18%
across 174 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in FP&A
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.
FreeAgent is a B2B accounting software brand with meaningful third-party review presence (e.g., G2 has a FreeAgent seller page and Capterra shows 179 reviews). The biggest AI-citation risk is evaluation-stage conversion queries that require crawlable first-party evidence (especially SoftwareApplication/FAQPage structured data and first-party comparison/pricing surfaces that AI can reliably extract). Highest-ROI fix: ensure first-party evaluation content is fully crawlable/SSR and add/verify SoftwareApplication + FAQPage schema for pricing/integrations/comparison-style questions.
Based on audit of freeagent.com · Oct 3, 2026