AI Visibility
measured40/100
Frequently Cited · in Design
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals18/100
Weak fundamentals
Avg Prompt Score
100
across 15 prompts
AI Share of Voice
100%
across 15 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Design
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.
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.
photolab.top is not reliably accessible for crawl-based AEO checks (homepage fetch timed out), and there is no clear, crawlable first-party evidence that AI engines can cite for “what is PhotoLab / pricing / alternatives” queries. The single highest-ROI fix is to restore reliable SSR crawlability for core pages (About/FAQ/Pricing) and add structured Q&A (FAQPage) so AI can answer evaluation questions from photolab.top rather than only third parties.
Based on audit of photolab.top · Oct 9, 2026