AI Visibility
measured16/100
Emerging · in AI-Assisted Development
measured from this brand's audit prompts
AEO Readiness
fundamentals50/100
Some gaps
Avg Prompt Score
7
across 122 prompts
AI Share of Voice
0%
across 106 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in AI-Assisted Development
Composite = 50% coverage + 30% engine breadth + 20% position, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). 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.
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.
Codeium is likely to be cited by AI engines for evaluation-stage queries because it has an active G2 presence with 32 reviews and a 4.2/5 rating (on the G2 “Windsurf”/Codeium product page), plus TrustRadius shows 6–7 reviews with an 8.6–8.9 score. The single highest-ROI fix is to add/ensure crawlable first-party evaluation content (especially brand-led “[Codeium/Windsurf] vs [Competitor]” pages) and implement/verify B2B SoftwareApplication/FAQPage structured data so AI can cite Codeium directly for comparison and pricing queries.
Based on audit of codeium.com · May 7, 2026