Consumer Electronics & Hardware
🟢 SERP-Grounded (Light Telemetry)
Poly
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.
25.0%
+3.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:NeutralThe 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
Logitech
Competitor Displacement Rate
35.0%
Competitors are displacing Poly in 35.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Poly (formerly Plantronics and Polycom) competes directly with Logitech in the unified communications and peripherals market. Logitech's broader product portfolio and aggressive pricing strategy often lead to higher search visibility and displacement.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[techvalidate.com][forbes.com]⚠️ Identified Vulnerability:Market Saturation
Primary Threat Identified:Logitech
Target Persona:Remote Workers
🚨 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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