AI Visibility
measured43/100
Frequently Cited · in Software Marketplace
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals2/100
Weak fundamentals
Avg Prompt Score
4
across 506 prompts
AI Share of Voice
4%
across 506 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in Software Marketplace
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 AppDirect is visible in
2Executive summary
AppDirect is a B2B subscription commerce platform and has meaningful AI-citation signals via LinkedIn and analyst/Forrester/Gartner-related pages, but it is weak for evaluation-stage AI queries because it has very low G2 review volume (13 reviews) and no clearly crawlable, public pricing tiers. The highest-ROI fix is to publish/SSR a crawlable pricing structure (or machine-readable pricing) and add first-party, brand-led evaluation content that AI can cite for “alternatives to AppDirect” and “AppDirect pricing” queries.
Based on audit of appdirect.com · Oct 2, 2026