AI Visibility
measured16/100
Emerging · in Commerce
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals57/100
Some gaps
Avg Prompt Score
4
across 391 prompts
AI Share of Voice
4%
across 391 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Commerce
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 Bambuser is visible in
3Executive summary
Bambuser is likely to be cited by AI engines for evaluation-stage queries because it has a live, crawlable first-party pricing page with public tiers and it is present on G2 with a 4.6 rating (30 reviews). The biggest citation risk is conversion-stage and evaluation-stage “shortlist” queries that rely on first-party comparison/evaluation content and structured data—your site has strong case-study and pricing assets, but the comparison/structured-data coverage needed for AI Overviews is not evidenced in the live signals gathered.
Based on audit of bambuser.com · Oct 9, 2026