AI Visibility
measured46/100
Frequently Cited · in Team Messaging
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals—
Not audited yet
Avg Prompt Score
6
across 90 prompts
AI Share of Voice
6%
across 90 prompts
Shortlist Position
10/80
Niche · Team Messaging Discovery
How AI Visibility breaks down
in Team Messaging
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
Zulip surfaces in 10/80 Team Messaging discovery prompts. Claim this profile to see which 70 prompts you're missing and how to win them.
Zulip surfaces in 10 of 80 Team Messaging 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 zulip.com · Aug 28, 2026