AI Visibility
measured18/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals32/100
Weak fundamentals
Avg Prompt Score
7
across 430 prompts
AI Share of Voice
7%
across 430 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 Thumbtack is visible in
1Executive summary
Thumbtack is likely to be cited by AI engines for consumer/local-service discovery queries (e.g., “compare prices, read reviews, book pros”), but it is much less likely to be cited for B2B SaaS evaluation patterns like “best [software]” or “Thumbtack pricing plans.” The single highest-ROI fix is to improve crawlable, structured, evaluation-style content on thumbtack.com (FAQPage + clear, SSR-rendered Q&A blocks) because the homepage is not crawlable without JavaScript, limiting AI extraction from first-party pages.
Based on audit of thumbtack.com · Oct 3, 2026