Our Prediction Methodology
Transparent, data-backed quantitative modeling. We do not generate random numbers or make unrealistic promises. Here is the mathematical framework behind every target.
Pillar 1
Historical CAGR
Analyzes 5-year, 10-year, and 20-year rolling compound annual growth rates (CAGR) adjusted for revenue decay and market saturation.
Pillar 2
Discounted Cash Flow
Projects free cash flow (FCF) yields, terminal exit multiples, and weighted average cost of capital (WACC) to model intrinsic fair value.
Pillar 3
Consensus Synthesis
Aggregates forward Wall Street equity research, EPS consensus revisions, and guidance bounds for near-term accuracy.
The Multi-Scenario Sensitivity Matrix
Because macroeconomic conditions shift, we reject singular static price targets. Every stock forecast includes three calibrated cases:
Conservative (Bear Case):Models economic slowdowns, compressed price-to-earnings (P/E) multiples, decelerated revenue growth, and elevated regulatory hurdles.
Moderate (Base Case):Reflects consensus Wall Street baseline estimates, steady historical share repurchases, and normalized market expansion.
Aggressive (Bull Case):Captures major AI technology breakthroughs, margin expansion, market share dominance, and premium valuation multiple expansion.