Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
Catch
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.
10.0%
+1.5% 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
Amazon AU
Competitor Displacement Rate
12.0%
Competitors are displacing Catch in 12.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Catch is being displaced by Amazon AU due to Amazon's vast marketplace, competitive pricing, and superior fulfillment network. Customers are shifting to Amazon for a wider variety of goods and faster shipping.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[amazon.com.au][ebay.com.au]⚠️ Identified Vulnerability:Marketplace Size
Primary Threat Identified:Amazon AU
Target Persona:Bargain Hunters
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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