Media & Entertainment
🟢 SERP-Grounded (Light Telemetry)
Threads
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.
15.0%
+10.0% 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
X (Twitter)
Competitor Displacement Rate
50.0%
Competitors are displacing Threads in 50.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Threads struggles to retain users compared to X (Twitter) due to X's longer history, established content ecosystem, and more robust features for real-time news and discussion. Threads' integration with Instagram is not enough to overcome X's dominance in text-based social networking.
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][theverge.com]⚠️ Identified Vulnerability:Content Ecosystem
Primary Threat Identified:X (Twitter)
Target Persona:News Consumers
🚨 Threat Velocity:8/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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