Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
Analog Devices
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%
+1.5% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:DominantThe 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
Texas Instruments
Competitor Displacement Rate
12.0%
Competitors are displacing Analog Devices in 12.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Analog Devices leads in high-performance analog ICs but faces significant competition from Texas Instruments, particularly in cost-sensitive and broad-application markets.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[semiengineering.com][digikey.com]⚠️ Identified Vulnerability:Market Segment
Primary Threat Identified:Texas Instruments
Target Persona:Embedded Systems Designers
🚨 Threat Velocity:3/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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