AI Visibility
measured70/100
Frequently Cited · in SEO Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals32/100
Weak fundamentals
Avg Prompt Score
44
across 198 prompts
AI Share of Voice
44%
across 198 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in SEO Tools
Composite = 60% coverage + 40% engine breadth, 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 Sitebulb is visible in
1Executive summary
Sitebulb is a B2B technical SEO auditing tool with strong G2 presence (13 reviews, 4.5/5) and first-party comparison content (e.g., “Sitebulb vs Screaming Frog” page). The biggest AI-citation risk is evaluation-stage coverage for the full set of competitor comparison prompts (Screaming Frog, Lumar (formerly Deepcrawl), Oncrawl, Botify, JetOctopus) plus structured-data completeness for SoftwareApplication/FAQPage and crawlability verification for pricing pages.
Based on audit of sitebulb.com · May 8, 2026