AI Visibility
measured33/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals53/100
Some gaps
Avg Prompt Score
64
across 380 prompts
AI Share of Voice
64%
across 380 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 Realize is visible in
1Executive summary
Taboola is likely to be cited by AI engines for evaluation-stage queries because it has a G2 seller profile with 70 reviews and a TrustRadius profile with 30 reviews, plus strong LinkedIn authority. The biggest citation risk is conversion-stage and evaluation-stage “pricing/plan” and “SoftwareApplication/FAQ” structured extraction: Taboola’s site does not show crawlable first-party pricing tiers, and no SoftwareApplication/FAQPage schema evidence was found in live checks.
Based on audit of taboola.com · Oct 7, 2026