AI Visibility
measured18/100
Emerging · in AI Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals42/100
Some gaps
Avg Prompt Score
100
across 13 prompts
AI Share of Voice
100%
across 13 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in AI Infrastructure
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.
Kraftful is a B2B user research / product feedback copilot, and it already has meaningful third-party visibility via G2 competitor/alternatives pages and strong LinkedIn authority. The biggest AI-citation risk is evaluation-stage queries that require first-party, crawlable comparison and pricing surfaces (e.g., “[Kraftful] pricing”, “[Kraftful] vs X”, “alternatives to Kraftful”)—your homepage is blocked (403) to this auditor, and no crawlable pricing/comparison evidence was found.
Based on audit of kraftful.com · Oct 9, 2026