AI Visibility
measured18/100
Emerging · in Document Generation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals44/100
Some gaps
Avg Prompt Score
54
across 24 prompts
AI Share of Voice
54%
across 24 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Document Generation
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.
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.
Bizplanr.ai is moderately likely to be cited by AI engines for “reviews/worth it” and “alternatives” queries because it has a G2 profile with a 4.9 rating (10 reviews) and a Capterra profile. The biggest citation blocker is missing/unclear B2B evaluation structured data (no detectable SoftwareApplication/FAQPage/Organization schema in crawlable HTML) plus limited first-party evaluation surfaces (no clear first-party “Bizplanr vs X” pages found; only third-party comparisons on G2).
Based on audit of bizplanr.ai · Oct 6, 2026