Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Mercado Shops
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%
0.0% 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
Shopify
Competitor Displacement Rate
30.0%
Competitors are displacing Mercado Shops 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: Shopify dominates the e-commerce platform space with a comprehensive feature set, extensive app store, and strong brand recognition, making it difficult for Mercado Shops to compete.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[techcrunch.com][ecommercebytes.com][g2.com]⚠️ Identified Vulnerability:Platform Ecosystem
Primary Threat Identified:Shopify
Target Persona:Online Retailers
🚨 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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