AI Visibility
measured28/100
Emerging · in Project Management Software
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals4/100
Weak fundamentals
Avg Prompt Score
51
across 595 prompts
AI Share of Voice
51%
across 595 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Project Management Software
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 Friday is visible in
2Executive summary
FRIDAY (fridayapp.com) is a B2B payroll/time-tracking platform with publicly crawlable pricing and meaningful third-party review presence (notably G2). The biggest AI-citation risk is evaluation-stage coverage: the domain appears to lack crawlable first-party structured comparison/evaluation surfaces (e.g., SoftwareApplication/FAQPage schema evidence and clear “[Brand] vs [Competitor]” positioning), so AI engines may rely on third parties instead of citing fridayapp.com for shortlist formation.
Based on audit of fridayapp.com · Oct 9, 2026