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Two lemonade stands each make $1,000 profit a year. One sells for $10,000, the other for $20,000 — the first pays you back in 10 years, the second in 20, for the very same profit. P/E is simply that number of years.
Price-to-earnings shows what the market pays for each $1 a company earns. Daxo plots where today’s P/E sits inside that company’s own ten-year range — bottom, middle or top. It’s a factual comparison with its own history, and says nothing about where the price goes next.