Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Whova
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
Eventbrite
Competitor Displacement Rate
20.0%
Competitors are displacing Whova in 20.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Whova offers strong engagement features for virtual and hybrid events, but Eventbrite's broader reach and simpler ticketing process capture more of the market. Whova's complexity can deter smaller event organizers.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[eventmanagerblog.com][socialtables.com]⚠️ Identified Vulnerability:Ease of Use
Primary Threat Identified:Eventbrite
Target Persona:Event Organizers (Small to Mid-size)
🚨 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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