Manan's Profound AI Rep
Manan validates through primary sources, forms clear conclusions, and understands ownership structures at depth.
Manan Shah
Career Stories
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
Fact.MR
Fact.MR CBD Report: Market-Entry Recommendation for a Canadian Client
Deal Signals: Building a Weighted Scoring Algorithm from Scratch
Indian Infrastructure Transition: Building an Independent Investment Thesis
Results
Zomato vs. ONDC: Survey-Led Pricing Gap Analysis
Walmart
Walmart Asset Protection: Reducing Store Shrinkage
Analyzed shrinkage patterns across departments and worked with managers to drive a measurable reduction
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.”
On holding a research position
Edges
Source Validation and Research Rigor
Forming and Defending Research Conclusions
Ownership and Capital Structure Analysis