Public Sector & Education
🟢 SERP-Grounded (Light Telemetry)
Connections Academy
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%
+2.0% 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
Khan Academy
Competitor Displacement Rate
10.0%
Competitors are displacing Connections Academy in 10.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: Competitors like Khan Academy and Udemy Kids offer a wider range of features and potentially more flexible learning paths for K-12 students.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[khanacademy.org][udemy.com][g2.com]⚠️ Identified Vulnerability:Curriculum Breadth
Primary Threat Identified:Khan Academy
Target Persona:Parents seeking flexible online education options
🚨 Threat Velocity:4/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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