AI Visibility
measured63/100
Frequently Cited · in Digital Advertising
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals53/100
Some gaps
Avg Prompt Score
98
across 500 prompts
AI Share of Voice
100%
across 484 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Digital Advertising
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.
Executive summary
AI citation readiness for tiktok.com is strongest for general “what is TikTok / how to use TikTok for marketing” style queries, but weakest for B2B evaluation patterns like “best [category] software” and “TikTok pricing” where AI expects crawlable, structured pricing and product-evaluation pages. Highest-ROI fix: ensure crawlable, SSR-rendered first-party pages for business/ads offerings (pricing + evaluation FAQs) and add structured data (Organization/FAQPage/SoftwareApplication where applicable) so AI can cite tiktok.com directly instead of only third parties.
Based on audit of tiktok.com · Oct 16, 2026