Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
LoopNet
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.
55.0%
-2.5% 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
Crexi
Competitor Displacement Rate
35.0%
Competitors are displacing LoopNet 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: LoopNet's platform may be perceived as less user-friendly or feature-rich compared to newer competitors, leading to a gradual loss of market share in key commercial real estate segments.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[crexi.com][loopnet.pissedconsumer.com]⚠️ Identified Vulnerability:UI/UX
Primary Threat Identified:Crexi
Target Persona:Commercial Real Estate Brokers
🚨 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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