AI Visibility
measured18/100
Emerging · in AI Agents
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals53/100
Some gaps
Avg Prompt Score
9
across 233 prompts
AI Share of Voice
9%
across 233 prompts
Critical Issues
6
critical + high
How AI Visibility breaks down
in AI Agents
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 CommerceIQ is visible in
3Executive summary
CommerceIQ is a B2B retail ecommerce management SaaS with meaningful AI-citation inputs (notably 28 G2 reviews at 4.2/5). The biggest risk to appearing in evaluation-stage AI answers is missing/uncrawlable first-party evaluation surfaces—especially pricing and structured “SoftwareApplication/FAQ” style content—so AI engines fall back to third-party sources.
Based on audit of commerceiq.ai · Aug 30, 2026