Flagship Experiment
Market Reality Lens
Market Reality Lens compares Dow 30 implied market value movement with reported business fundamentals. It is designed to show whether market value moved with business reality, ahead of it, or against it.
What The Lens Compares
The experiment aligns annual market cap change with revenue change, net income change, operating cash flow change, free cash flow change, total assets change, total liabilities change, and shareholder equity change. The goal is not prediction. The goal is financial observability.
Why It Matters
Market value sits outside the accounting statement, but reacts to its behavior. A company can grow revenue while profit compresses, improve cash generation while the market discounts it, or expand market value ahead of reported fundamentals. The lens makes those relationships visible.
How To Read It
Positive implied market value movement does not prove literal cash entering a stock. It shows how the market repriced the company. The useful question is whether that repricing aligned with business reality or diverged from it.