AI Visibility
measured16/100
Emerging · in CI/CD
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
11
across 151 prompts
AI Share of Voice
11%
across 151 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in CI/CD
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 Semaphore is visible in
1Executive summary
Semaphore.io is highly likely to be cited by AI engines for CI/CD evaluation queries because it has strong G2 presence (198 reviews, 4.7/5) and publicly crawlable, specific pricing with tiered support costs. The biggest remaining citation risk is structured-data coverage (SoftwareApplication/FAQPage) and technical crawlability signals (robots.txt/llms.txt) that were not verifiable in this audit run.
Based on audit of semaphore.io · Oct 5, 2026