AI Visibility
measured31/100
Emerging · in Billing & Invoicing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals3/100
Weak fundamentals
Avg Prompt Score
37
across 527 prompts
AI Share of Voice
37%
across 527 prompts
Critical Issues
4
critical + high
Shortlist Position
2/80
Not Visible · Billing Invoicing Discovery
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 PracticePanther is visible in
3Your visibility gap
PracticePanther surfaces in 2/80 Billing Invoicing discovery prompts. Claim this profile to see which 78 prompts you're missing and how to win them.
Executive summary
PracticePanther is already well-positioned for AI citation in evaluation and conversion queries because it has first-party comparison content (e.g., PracticePanther vs. Clio) and publicly crawlable pricing tiers ($49/$69/$89/$114 per user/month). The biggest remaining risk is category-level “billing & invoicing” discovery coverage for non-law-firm segments (freelancers, SaaS, enterprise, e-commerce), which is currently not visible in the provided discovery gaps.
Based on audit of practicepanther.com · Jun 7, 2026