AI Visibility
measured27/100
Emerging · in Billing & Invoicing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals3/100
Weak fundamentals
Avg Prompt Score
35
across 222 prompts
AI Share of Voice
35%
across 222 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Billing & Invoicing
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 Invoiced is visible in
1Executive summary
Invoiced is already strongly positioned for AI citation in evaluation-stage queries via its high-signal G2 presence (4.5/5 with 414 reviews) and first-party FAQ content that matches common “what is / how does it work” questions. The biggest citation risk is conversion-stage queries like “Invoiced pricing” and evaluation comparisons where AI needs crawlable, structured pricing and first-party “[Brand] vs [Competitor]” surfaces; the site currently routes pricing to a demo/discovery call rather than publishing tiers.
Based on audit of invoiced.com · Oct 7, 2026