AI Visibility
measured71/100
Frequently Cited · in Accounting
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
43
across 940 prompts
AI Share of Voice
43%
across 922 prompts
Critical Issues
6
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.
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.
QuickBooks is highly likely to be cited by AI engines for evaluation-stage queries because it has first-party comparison surfaces (e.g., QuickBooks vs FreshBooks and Xero) and a publicly accessible pricing page with visible tiers. The single highest-ROI fix is to strengthen/verify structured data (SoftwareApplication + FAQPage + Product/Offer) and ensure AI-crawler crawlability for the most important evaluation pages (comparisons + pricing), since schema/technical AEO signals were not confirmable via search in this audit.
Based on audit of quickbooks.com · Apr 2, 2026