AI Visibility
measured55/100
Frequently Cited · in AI Chatbots
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals11/100
Weak fundamentals
Avg Prompt Score
18
across 362 prompts
AI Share of Voice
18%
across 362 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in AI Chatbots
Composite = 60% coverage + 40% engine breadth, 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 Botpress is visible in
2Executive summary
Botpress is a B2B AI agent/chatbot platform with strong third-party evaluation visibility (notably ~481 G2 reviews) and a publicly accessible pricing page with explicit tiers. The biggest AI-citation risk is missing/unclear structured-data support for evaluation queries (e.g., SoftwareApplication/FAQPage/aggregateRating) and lack of evidence for enterprise analyst/peer-review signals (Gartner Peer Insights / Magic Quadrant / Forrester Wave). Highest-ROI fix: implement/verify SoftwareApplication + FAQPage + Product/Offer structured data on pricing and key evaluation pages so AI engines can reliably cite Botpress for “Botpress vs X” and “Botpress pricing” queries.
Based on audit of botpress.com · May 6, 2026