AI research, product updates, tutorials, and market analysis from the Valarn team.
Two companies each carry a billion dollars of debt. One is drowning; the other barely notices. The number that tells them apart isn't the size of the debt β it's how the debt stacks up against the cash the business actually throws off.
Nov 6, 2026
A software company can tell you its revenue from existing customers *grew* last year and, in the same breath, be quietly losing a fifth of that customer base every twelve months. Both things can be true at once. One metric hides the leak; the other exposes it.
Nov 5, 2026
Everyone who tells you to "look at a retailer" means the same thing by it β check whether the stores are busy.
Nov 4, 2026
Everybody has an intuition for it: a company that owns a fast-growing software business, a boring cash-cow industrial arm, and a pile of real estate probably isn't worth a single P/E ratio slapped across the whole thing.
Nov 3, 2026
Every quarter, a company's executives sit down for roughly an hour and talk about the business. The transcript of that call is one of the richest, least-read documents in all of investing.
Nov 2, 2026
Semiconductors, cloud software, solar panels β investors love to argue about which companies are "growth" stocks. But that word hides a distinction that matters more than almost any other for how a stock is valued and how it behaves in a downturn.
Nov 1, 2026
A company can look perfectly healthy right up until the quarter it can't roll over its debt.
Oct 31, 2026
Customer acquisition cost is one of those numbers that quietly decides whether a growth story is real or just expensive. A company can post dazzling revenue growth and still be getting weaker every quarter β if each new customer costs more to win than they'll ever be worth.
Oct 30, 2026
A stock trades at three times its "book value." Is that expensive? Most people have no idea how to answer that, which is odd, because the price to book ratio is one of the oldest and most quoted yardsticks in investing.
Oct 29, 2026
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