Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Skava
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.
5.0%
-1.0% 30-Day MomentumThe rolling 30-day change in algorithmic Share of Model. Positive momentum indicates increasing AI mindshare.
🧠 Neural Valency:VulnerableThe 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
Salesforce Commerce Cloud
Competitor Displacement Rate
80.0%
Competitors are displacing Skava in 80.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: The market is dominated by comprehensive e-commerce platforms offering extensive features, scalability, and robust support. Search results prioritize established enterprise solutions that cater to a wide range of business needs.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[salesforce.com][shopify.com][adobe.com]⚠️ Identified Vulnerability:Platform Features
Primary Threat Identified:Salesforce Commerce Cloud
Target Persona:E-commerce Platform Buyers
🚨 Threat Velocity:9/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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