AI Visibility
measured75/100
Frequently Cited · in Collaboration
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals72/100
Solid fundamentals
Avg Prompt Score
52
across 468 prompts
AI Share of Voice
53%
across 468 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Collaboration
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 Slack is visible in
8Executive summary
Slack is highly likely to be cited by AI engines for evaluation and conversion queries because it has very strong third-party review authority (notably G2 and TrustRadius) and a publicly crawlable pricing page with explicit tiers/prices. The single highest-ROI fix is to improve first-party evaluation surfaces for comparison-style queries (e.g., ensure robust, brand-led “[Slack] vs [Competitor]” pages and FAQPage coverage for those evaluation intents), because robots.txt blocks key sections and can reduce crawlable depth for AI extraction.
Based on audit of slack.com · May 26, 2026