Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
vFairs
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.
18.0%
+4.0% 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
Hopin
Competitor Displacement Rate
30.0%
Competitors are displacing vFairs 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: vFairs provides a robust virtual event platform, but Hopin's comprehensive suite of event tools and strong community features are attracting users. vFairs needs to enhance its networking and interactive capabilities.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[g2.com][capterra.com][eventmb.com]⚠️ Identified Vulnerability:Engagement Tools
Primary Threat Identified:Hopin
Target Persona:Corporate Event Planners
🚨 Threat Velocity:5/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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