AI Visibility
measured42/100
Frequently Cited · in Healthcare IT
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals66/100
Solid fundamentals
Avg Prompt Score
61
across 11 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Healthcare IT
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.
Executive summary
Bandwidth is strongly positioned for AI citation in evaluation and conversion queries because it has a first-party Twilio comparison page and a publicly crawlable pricing page with explicit per-unit rates. The biggest risk is missing/unclear structured data for B2B evaluation (SoftwareApplication/FAQPage) and limited first-party comparison coverage for the other G2 competitors (Vonage Communications APIs, Telnyx, Plivo, Infobip), which reduces shortlist inclusion for those specific comparison prompts.
Based on audit of bandwidth.com · Aug 29, 2026