AI Visibility
measured18/100
Emerging · in Developer Tools
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals40/100
Some gaps
Avg Prompt Score
9
across 193 prompts
AI Share of Voice
4%
across 177 prompts
Critical Issues
4
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 SpiraTest is visible in
2Executive summary
Inflectra is a B2B software vendor with strong AI-citation inputs from G2 (173 reviews shown on the G2 seller page) and publicly crawlable pricing (Price List page with tiered monthly/yearly prices). The biggest AI citation risk is evaluation-stage “brand vs competitor” and “SoftwareApplication/FAQ schema” coverage: while first-party comparison pages exist, there’s no evidence (from live search) of SoftwareApplication/FAQPage structured data on the main site, which reduces rich-result and AI extraction reliability.
Based on audit of inflectra.com · Oct 5, 2026