AI Visibility
measured18/100
Emerging · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
3
across 545 prompts
AI Share of Voice
3%
across 545 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Developer Tools
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 DOKKA is visible in
2Executive summary
DOKKA is already a credible AP automation citation target because it has 45 G2 reviews (4.8★) and first-party comparison content that explicitly positions DOKKA against Tipalti and Stampli. The biggest AI-citation risk is conversion-stage coverage: pricing is discussed with benchmarks, but there’s no clear evidence (from crawlable signals) of a dedicated, tiered, publicly readable pricing page that AI engines can quote directly.
Based on audit of dokka.com · Aug 30, 2026