AI Visibility
measured18/100
Emerging · in Accounting
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
77
across 16 prompts
AI Share of Voice
100%
across 5 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Accounting
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.
Executive summary
Numeral is already well-positioned for AI citation on evaluation and conversion prompts because it has a crawlable, tiered pricing page and first-party competitor comparison content (e.g., Numeral vs Avalara/TaxJar/Vertex/TaxCloud/Zamp). The single highest-ROI fix is to add/verify B2B-specific structured data (SoftwareApplication + FAQPage for evaluation queries) so AI engines can reliably extract “what it is / who it’s for / vs competitors / pricing” answer blocks from numeral.com pages that are currently reachable via the numeralhq.com redirect.
Based on audit of numeralhq.com · Aug 29, 2026