Demand and payment are separate conditions
A problem being real, widespread and painful establishes that a market exists. It establishes nothing about whether that market has a budget. Those are two independent facts, and evidence of the first is routinely presented as evidence of the second because they arrive in the same sentence.
The clearest way to see the gap: consumers complain far more loudly than businesses and pay far less readily. A business quietly paying for a mediocre tool is a better market than a thousand individuals furious about a free one, and the thousand furious individuals generate a hundred times more text for anyone counting.
Signals that money is already moving
You are not looking for someone who says they would pay. You are looking for evidence that money already changes hands somewhere near this problem, because a budget that exists can be redirected and a budget that does not exist has to be created — and creating one is a different, much longer business.
- Someone is paying for a worse answer. The strongest signal there is: a subscription they resent, a tool they call overpriced, a competitor whose pricing page they quote in anger.
- Someone is paying a person. An assistant, a freelancer or an agency doing the task by hand is a budget line with a number on it, and it is usually a larger number than software would cost.
- The problem costs measurable hours in a paid context. Time lost at work is money by another name, and the person losing it usually has authority over a budget or sits next to someone who does.
- People ask what it would cost. An unprompted question about price is someone doing their own budgeting out loud, which is a materially different act from expressing a wish.
- The absence that matters: a thread full of anger where nobody has ever mentioned money, in any form, is a free-only market until proven otherwise.
Tests that cost a conversation, not a year
Never ask would you pay for this. The question is free to answer encouragingly, and people answer it that way out of ordinary politeness. Three questions cost the same amount of time and cannot be answered politely: what are you using now, what does it cost you, and when did you last pay for something in this category.
Each one asks about the past rather than the future. Someone can be wrong about what they will do next month; they cannot be wrong about what is on last month's card statement. If all three answers come back as nothing, you have your result, and you have it before writing a line of code.
The stronger test, when you can run it: ask for the money before the thing exists. A deposit, a pre-order, a paid pilot. A refusal is nearly as valuable as a payment, provided you ask why and the answer is about the problem rather than about you.
The free-only market, and why it is invisible in counts
A free-only market produces high volume, high pain, high specificity and high momentum. Every metric that counts people or measures anger reads exactly the same as a healthy market, because the difference between the two is not in the volume of the evidence — it is in a single word that either appears in the text or does not.
Which is why monetization has to be scored as its own axis rather than inferred from demand. A market can be large, urgent, growing and worth nothing, and no amount of the first three compensates for the fourth.
How this site scores it
Monetization potential is one of the axes behind every Opportunity Score here, scored separately from demand for exactly the reason above, and computed from whether the evidence itself mentions money — an existing subscription, a price complaint, a paid workaround, a question about cost. Every score links back to the posts it was read from, so you can check the sentences rather than trust the number.