Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
Altera
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.
12.0%
-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
Xilinx (AMD)
Competitor Displacement Rate
30.0%
Competitors are displacing Altera in 30.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Altera, now part of Intel, is significantly outpaced by Xilinx (AMD) in the FPGA market. Xilinx's advanced node processes and strong ecosystem give it a clear advantage.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[xilinx.com][amd.com][intel.com]⚠️ Identified Vulnerability:FPGA Technology
Primary Threat Identified:Xilinx (AMD)
Target Persona:Hardware Design Engineers
🚨 Threat Velocity:8/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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