Before opening any valuation model, ask a question: what looks like fundamentals but is not?
One framework defines fundamentals as the part of a business that essentially does not change — assets and moats that do not vanish with short-term results or market sentiment, the only reliable reference for intrinsic value. A share price has two parts: haggling plus a random walk, and long-term anchoring. Once that line stands, its opposite stands too: anything that disappears with results or sentiment is not in the anchor. And these impostors are not rare — they sit in the fundamentals chair all the time.
Impostor One: Short-Term Revenue
Revenue growth is the best-looking line on any statement. The trouble is that revenue is fluid: here this quarter, gone the next. The anchor is defined as that which does not vanish with short-term results — revenue that vanishes cannot carry a long-term valuation. Multiplying one hot quarter straight into a ten-year assumption is the easiest mistake in valuation to make. It counts as results; it does not count as an anchor.
Impostor Two: One-Off Subsidies
Subsidy money is real money; cash in the account has no true or false version. True enough — but valuation asks a different question: will this money come again next year? The subsidy is real; its source is one-off. What valuation counts is money that arrives year after year, not money that came once. Treat the once-off as the norm and the resulting price is a phantom.
Impostor Three: Short-Lived Hits
A hit product most resembles fundamentals: demand exploding, growth astonishing, the story airtight. But a hit carries its own expiry date. It rides on one wave of sentiment, one round of news; when sentiment recedes, demand recedes with it. The random-walk part — illogical mood swings, short-term speculation, news stimulation — is unpredictable and can only be followed, not forecast. A hit grows out of the same random walk, yet it is regularly counted into the anchor — precisely when its heat peaks is exactly when it least deserves a price.
Impostor Four: Management’s Earnings Promises
Promises in official announcements read solemnly. But a promise is intent, not an asset. Anything whose fulfillment path rests in someone else’s hands fails the test of not vanishing with sentiment. Rather than listening to promises, look at cash flow and debt structure — those two cannot be faked, and they do not change with a change of wording.
Three Objections
At this point the objections arrive.
Objection one: growth on the income statement is fundamentals, in black and white — why shouldn’t short-term revenue count? The answer is in the definition: the anchor is the part that does not vanish with short-term results. Vanishing revenue is real results, but the anchor does not judge whether results are real; it judges whether they persist.
The first objection: growth on the income statement is fundamentals — why shouldn’t short-term revenue count? The definition has already answered it, in one line: the anchor does not judge whether results are genuine; it judges whether they persist.
The second objection: a subsidy is money too — why shouldn’t it count? The money is real; the answer is above: valuation counts money that remains year after year. The arithmetic is easy. The hard part is admitting that money which came once and left has no place in the denominator.
The third objection: earnings promises are written into announcements, with binding force — how can they not be trusted? An announcement binds what is said; it cannot bind the market. A ten-year promise, with new management a year later — who honors it?
Who Pays the Bill
Those who mistake a hit for a perpetual machine are mostly not greedy; they were simply never told the difference — and their accounts pay the bill.
Reverse the Order
So the order of valuation should be reversed: before admiring how pretty the statements look, ask one question — in ten years, will this revenue, this subsidy, this hit, this promise still be here?
What remains has earned its place in a valuation. What does not, however beautiful its statements, does not enter a valuation. The anchor recognizes neither traffic nor noise, only persistence; what it turns away is never bad results — it is whatever cannot be kept.
Boundaries
Nothing here is investment advice, no stock recommendations, no price targets. This list governs revenue-type items; the high revenue of a cyclical belongs to a different ruler and is not on it. The positive philosophy of the anchor — what the unchanging part actually is — is not developed here; that is another article.
