Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Splunk
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.
65.0%
-0.1% 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
Datadog
Competitor Displacement Rate
25.0%
Competitors are displacing Splunk in 25.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Splunk faces challenges with its complex pricing models and higher total cost of ownership compared to cloud-native competitors. Its feature set is extensive but can be perceived as less agile for rapidly evolving cloud environments.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[g2.com][gartner][gartner digital markets]⚠️ Identified Vulnerability:Pricing & TCO
Primary Threat Identified:Datadog
Target Persona:DevOps Engineers and IT Operations Managers
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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