Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
Xilinx
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.
5.0%
-0.5% 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
Intel (FPGA)
Competitor Displacement Rate
10.0%
Competitors are displacing Xilinx in 10.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: While Xilinx leads in high-performance FPGAs, Intel's broader ecosystem and strategic acquisitions are starting to erode market share, particularly in edge AI applications.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[anandtech.com][tomshardware.com]⚠️ Identified Vulnerability:FPGA Competition
Primary Threat Identified:Intel (FPGA)
Target Persona:Hardware Design Engineers
🚨 Threat Velocity:4/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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