AI Visibility
measured18/100
Emerging · in AI Infrastructure
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals61/100
Some gaps
Avg Prompt Score
69
across 23 prompts
AI Share of Voice
100%
across 7 prompts
Critical Issues
3
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.
mturk.com is likely to be cited for discovery and trust queries around crowdsourcing/HITL, but it is at risk for evaluation-stage “best/alternatives/pricing” citation where AI needs crawlable first-party evaluation content. The single highest-ROI fix is to add/ensure first-party, crawlable evaluation surfaces (especially SoftwareApplication + FAQPage for pricing/integrations and brand-led comparison pages) so AI can cite mturk.com directly instead of relying on third parties.
Based on audit of mturk.com · Aug 30, 2026