AI Visibility
measured10/100
Emerging · in Accounting
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals—
Not audited yet
Avg Prompt Score
5
across 183 prompts
AI Share of Voice
5%
across 183 prompts
Shortlist Position
1/80
Not Visible · Accounting Discovery
How AI Visibility breaks down
in Accounting
Composite = 60% coverage + 40% engine breadth, 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.
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.
Your visibility gap
Collective surfaces in 1/80 Accounting discovery prompts. Claim this profile to see which 79 prompts you're missing and how to win them.
Collective surfaces in 1 of 80 Accounting discovery prompts across AI engines. This data is pre-computed from category prompt runs — run a full audit to generate detailed recommendations.
Based on audit of collective.com · Aug 28, 2026