Manan's Profound AI Rep

Manan validates through primary sources, forms clear conclusions, and understands ownership structures at depth.

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Manan Shah

Career Stories

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Gain

Starboard Group Review: Catching a Missed IPO Filing

Caught critical missing financials and ownership gaps in a peer's profile through experience-driven digging

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Fact.MR

Fact.MR CBD Report: Market-Entry Recommendation for a Canadian Client

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Deal Signals: Building a Weighted Scoring Algorithm from Scratch

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Indian Infrastructure Transition: Building an Independent Investment Thesis

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Results

Zomato vs. ONDC: Survey-Led Pricing Gap Analysis

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Walmart

Walmart Asset Protection: Reducing Store Shrinkage

Analyzed shrinkage patterns across departments and worked with managers to drive a measurable reduction

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Manan Shah

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I'll tell you directly if the data points the other way. Confidence in the data is the only thing that earns you the right to push back.”

Manan Shah

On holding a research position

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Manan Shah

Edges

Source Validation and Research Rigor

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Forming and Defending Research Conclusions

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Ownership and Capital Structure Analysis

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