AEO Score
3
Limited Presence
Avg Prompt Score
8
across 409 prompts
AI Share of Voice
8%
across 409 prompts
Critical Issues
5
critical + high
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 Coefficient is visible in
3Executive summary
coefficient.io is already strongly positioned for AI citation in evaluation-stage queries because it has a sizable G2 presence (174 reviews, 4.7) and public, tiered pricing ($0/$49/$99+ with a 30-day Pro trial). The highest-ROI fix is to strengthen first-party evaluation content for comparison-style prompts (e.g., ensure every /compare/* or /vs-* page is clearly brand-led and indexed) and to add/verify SoftwareApplication + FAQPage structured data so AI engines can reliably extract “what it is / who it’s for / pricing / integrations” answers.
Based on audit of coefficient.io · May 8, 2026