Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Slack
Programmatic AI Search & Model Visibility Audit
Share of Model (SOM)The percentage of time frontier AI models (ChatGPT, Claude, Gemini) recommend this brand for high-intent category queries.
40.0%
+4.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:VulnerableThe contextual sentiment of the AI's recommendation. 'Dominant' implies strong conviction, while 'Vulnerable' implies the model heavily conditions its recommendation.
Algorithmic Threat Detection
Primary Competitor Threat
Microsoft Teams
Competitor Displacement Rate
30.0%
Competitors are displacing Slack in 30.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Slack's dominance in team collaboration is increasingly challenged by Microsoft Teams, which offers a more integrated suite of productivity tools and a lower total cost of ownership for organizations heavily invested in the Microsoft ecosystem.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[microsoft.com][zoom.us][google.com]⚠️ Identified Vulnerability:Ecosystem Integration
Primary Threat Identified:Microsoft Teams
Target Persona:Enterprise Collaboration Leads
🚨 Threat Velocity:8/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
Unlock Full Threat Report (30 Free Credits)