AI Visibility
measured33/100
Emerging · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
9
across 158 prompts
AI Share of Voice
9%
across 158 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Developer Tools
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 Mergify is visible in
2Executive summary
Mergify is a B2B SaaS developer tool and is already well-positioned for AI citation on evaluation-stage queries via its first-party comparison page and publicly crawlable pricing. The biggest AI-visibility risk is structured-data/technical AEO gaps (notably SoftwareApplication/FAQPage/ratings schema) which can prevent Google AI Overviews and other LLMs from confidently citing Mergify for “what is / pricing / integrations” style questions.
Based on audit of mergify.com · Sep 2, 2026