AI Visibility
measured41/100
Frequently Cited · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals5/100
Weak fundamentals
Avg Prompt Score
33
across 624 prompts
AI Share of Voice
33%
across 624 prompts
Critical Issues
5
critical + high
Shortlist Position
4/80
Not Visible · Billing Invoicing Discovery
How AI Visibility breaks down
in Vertical SaaS
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 Ignition is visible in
4Your visibility gap
Ignition surfaces in 4/80 Billing Invoicing discovery prompts. Claim this profile to see which 76 prompts you're missing and how to win them.
Executive summary
Ignitionapp.com is a B2B SaaS (professional services billing/invoicing + proposals/payments) and is already cited by AI for accounting-firm and financial-services billing queries, but it is missing key discovery coverage for freelancers and SaaS/e-commerce billing use cases. The single highest-ROI fix is to publish/expand first-party evaluation content that targets the gap queries (especially freelancer + SaaS + e-commerce + recurring billing JTBD) and ensure it’s crawlable/SSR so AI can cite it alongside G2.
Based on audit of ignitionapp.com · May 7, 2026