AI Visibility
measured18/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals40/100
Some gaps
Avg Prompt Score
3
across 415 prompts
AI Share of Voice
3%
across 415 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Vertical SaaS
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 Tadpoles is visible in
1Executive summary
Tadpoles has strong third-party AI citation gravity via G2 (21 reviews, ~4.5–4.6★), but its own site appears to be thin for AI evaluation/conversion surfaces (notably pricing and first-party comparison content). The single highest-ROI fix is to publish crawlable first-party evaluation pages (especially brand-led comparison pages vs Procare Solutions and brightwheel) and ensure pricing is publicly readable by AI crawlers.
Based on audit of tadpoles.com · Sep 1, 2026