Retail & E-Commerce
🟢 SERP-Grounded (Light Telemetry)
The Meadows
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:NegativeThe 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
CBDistillery
Competitor Displacement Rate
25.0%
Competitors are displacing The Meadows in 25.0% 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 Meadows is losing significant ground, likely due to competitors like CBDistillery offering more competitive pricing and a wider range of CBD products with clearer user guides and testimonials.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[cbdoilreviews.org][healthline.com][trythecbd.com]⚠️ Identified Vulnerability:Pricing & Clarity
Primary Threat Identified:CBDistillery
Target Persona:Wellness Seekers
🚨 Threat Velocity:7/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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