AI Visibility
measured18/100
Emerging · in Workflow Automation
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals52/100
Some gaps
Avg Prompt Score
12
across 441 prompts
AI Share of Voice
10%
across 423 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Workflow Automation
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 Bardeen is visible in
3Executive summary
Bardeen is a B2B productivity/automation SaaS and has strong primary review authority on G2 (35 reviews, 4.8★), plus a crawlable pricing page with public tiers. The biggest AI-citation risk is evaluation-stage comparison coverage: while Bardeen has some competitor comparison content (e.g., Zapier vs Make), there are no clearly indexed first-party pages explicitly matching the exact comparison prompts (e.g., "How does Bardeen compare to Zapier?" / "How does Bardeen compare to Make?") and there is no evidence of SoftwareApplication/FAQPage structured data on bardeen.ai.
Based on audit of bardeen.ai · Apr 2, 2026