AI Visibility
measured28/100
Emerging · in Finance
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals44/100
Some gaps
Avg Prompt Score
13
across 176 prompts
AI Share of Voice
13%
across 176 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Finance
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 PlanGuru is visible in
1Executive summary
PlanGuru is a B2B budgeting/FP&A software with meaningful AI-citation signals from G2 (37 reviews, 4.5/5). The biggest blocker for evaluation-stage AI answers is missing/unclear first-party structured evaluation surfaces (notably SoftwareApplication/FAQPage schema evidence and robust comparison/pricing crawlability signals), so the highest-ROI fix is to add/verify B2B structured data (SoftwareApplication + FAQPage + Product/Offer) and ensure key evaluation pages are SSR-crawlable and indexed.
Based on audit of planguru.com · Sep 1, 2026