AI Visibility
measured18/100
Emerging · in Forms & Surveys
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals41/100
Some gaps
Avg Prompt Score
76
across 21 prompts
AI Share of Voice
100%
across 13 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in Forms & Surveys
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 Toluna Start is visible in
1Executive summary
Toluna Start is strongly present in AI citation sources for evaluation via G2 (32 reviews, 4.2★), but its own domain is currently hard to crawl for AI (homepage fetch returns 403), which blocks first-party citation for conversion queries like "How much does Toluna Start cost?" and evaluation queries like "How does Toluna Start compare to Qualtrics?". Highest-ROI fix: restore AI crawler access/SSR for tolunastart.com key pages (pricing + comparison + FAQ) so AI engines can cite Toluna Start directly for the exact evaluation and conversion query strings.
Based on audit of tolunastart.com · Aug 30, 2026