Demand signals: real interest vs polite encouragement
Encouragement feels like validation and predicts nothing. Here’s how to tell the signals that actually forecast a sale from the ones that just feel good to hear.
“That’s a great idea” is not data
When you describe your idea to friends, colleagues, or a supportive subreddit, most people are kind. “That’s a great idea, you should build it” costs them nothing and tells you almost nothing — it’s encouragement, and encouragement is not demand.
Real demand signals have a cost attached. The question that separates them isn’t “does this sound good?” but “has anyone already spent time, money, or effort trying to solve this?” Those are the signals that survive contact with a real launch.
The hierarchy of demand
Picture demand signals on a ladder. At the bottom: words about a hypothetical — “I’d use that”. In the middle: behaviour around the problem — people complaining, asking, and building workarounds today. At the top: money already moving — they pay for a partial fix, or paid and quit over a flaw.
The higher up the ladder a signal sits, the more it predicts. A single “I pay $30/mo for a tool that half-solves this” outweighs fifty “sounds useful” replies, because one of them cost something real and the other forty didn’t.
Strong signals vs weak ones
Sorting what you hear by how much it actually forecasts:
- Strong — “I currently pay for X to do this” — a live market at a known price
- Strong — a workaround they built or hacked together — unmet demand with effort already spent
- Strong — “I gave up on Y because…” — a paid attempt with the failure point named
- Weak — “that would be handy” — a free opinion about a hypothetical
- Weak — upvotes with no comments — attention, not intent
- Weak — “you should totally build that” — encouragement, the most flattering noise of all
How the pipeline separates them
Reading for this by hand is hard precisely because the weak signals are loud and pleasant. The pipeline forces the distinction into two fields: a 0–100 pain signal for how acute the frustration is, and a willingness-to-pay tier for whether anyone described paying. A thread can be enthusiastic and still score low on both — which is exactly the “polite encouragement” pattern made visible.
Sorting the whole corpus by those fields surfaces the threads where pain is high and money is already moving, and pushes the cheerleading to the bottom where it belongs.
Go deeper on the money signal
Willingness to pay is the top rung of the ladder — here’s how to read it specifically.
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