Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Klabin
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.
0.0%
-1.5% 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
Suzano
Competitor Displacement Rate
5.0%
Competitors are displacing Klabin in 5.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Klabin is a significant player in pulp and paper but lacks the broad market presence and diverse product offerings of competitors like Suzano, leading to a lower share of visibility in general searches.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[competitorweb.com][industryanalyst.com]⚠️ Identified Vulnerability:Market Share
Primary Threat Identified:Suzano
Target Persona:Procurement Managers
🚨 Threat Velocity:3/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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