Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
WatchGuard
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.
15.0%
+3.0% 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
Palo Alto Networks
Competitor Displacement Rate
50.0%
Competitors are displacing WatchGuard in 50.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: WatchGuard is losing ground to Palo Alto Networks due to the latter's more comprehensive security platform and advanced threat detection.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[paloaltonetworks.com][fortinet.com][sophos.com]⚠️ Identified Vulnerability:Advanced Threat Detection
Primary Threat Identified:Palo Alto Networks
Target Persona:Enterprise IT Security Managers
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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