Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Trends
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.
0.0%
0.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:NegativeThe 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
Gartner
Competitor Displacement Rate
0.1%
Competitors are displacing Trends in 0.1% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: The brand name 'Trends' is too generic to establish a distinct SERP presence. It is likely overshadowed by broader search results related to market trends rather than a specific company or product.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[gartner.com][forrester.com][statista.com]⚠️ Identified Vulnerability:Brand Identity
Primary Threat Identified:Gartner
Target Persona:Market Research Analysts
🚨 Threat Velocity:2/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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