Enterprise Software & IT (B2B)
🟢 SERP-Grounded (Light Telemetry)
Tech Mahindra
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.
35.0%
+0.8% 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
HCLTech
Competitor Displacement Rate
35.0%
Competitors are displacing Tech Mahindra in 35.0% of high-intent buyer queries.The frequency at which AI models actively suggest a competitor as a superior alternative to this brand.
Algorithmic Rationale: HCLTech is aggressively expanding its digital and cloud offerings, often presenting more compelling integrated solutions. Tech Mahindra needs to emphasize its agile transformation capabilities and niche industry expertise.
Missing AI Citations:High-authority domains (e.g., Reddit, G2) that models cite to justify recommending competitors, where this brand currently lacks presence.
[forrester.com][gartner.com][wikipedia.org]⚠️ Identified Vulnerability:Digital Services
Primary Threat Identified:HCLTech
Target Persona:Digital Transformation Leads
🚨 Threat Velocity:6/10An algorithmic urgency score (1-10) indicating how rapidly competitors are capturing this brand's historical AI search share.
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