Energy & Industrials
🟢 SERP-Grounded (Light Telemetry)
Kelly Engineering
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.
20.0%
-15.0% 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
ManpowerGroup
Competitor Displacement Rate
50.0%
Competitors are displacing Kelly Engineering 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: Kelly Engineering, a staffing provider, faces intense competition from larger, more diversified staffing giants like ManpowerGroup. Manpower's broader reach and brand recognition often capture a larger share of search traffic for engineering talent.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[manpowergroup.com][randstad.com]⚠️ Identified Vulnerability:Brand Recognition
Primary Threat Identified:ManpowerGroup
Target Persona:HR Managers
🚨 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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