Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Pulse Electronics
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.
30.0%
-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
TE Connectivity
Competitor Displacement Rate
25.0%
Competitors are displacing Pulse Electronics 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: Competitors are emphasizing higher performance connectors and integrated solutions for emerging technologies like 5G and IoT, leading to a loss of market share in these growth areas.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[related-electronics.com][electronicsweekly.com]⚠️ Identified Vulnerability:High-Performance Connectors
Primary Threat Identified:TE Connectivity
Target Persona:IoT Product Engineers
🚨 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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