NicheSpy uses AI to scan Reddit, Hacker News, and more — finding real problems people will pay to solve. Get Opportunity Scores, Buyer Intent signals, and evidence-backed insights. Before you write a single line of code.
Free to start. No credit card required.
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Real problems. Real people. Found on Reddit.
“I spend 10+ hours a week scrolling Reddit and HN trying to find a good SaaS idea. Most of the time I end up with nothing.”
“Built 3 products last year. All failed. The problem wasn't execution — I just picked the wrong problems to solve.”
“Is there a tool that tells me which problems people actually want to PAY to solve? Not just complaints, but real buying intent?”
From raw noise to validated opportunities in three steps.
AI agents continuously scan Reddit, Hacker News, Stack Overflow, and more — extracting real problems people are struggling with right now.
Every problem gets an Opportunity Score (0–100) and Buyer Intent Score — separating real demand from empty complaints.
See the evidence: source threads, search volume, competitor gaps, and CPC data. Know the opportunity is real before you build.
A complete pipeline from problem discovery to evidence-backed validation.
Automated crawling of Reddit, HN, StackOverflow, Product Hunt & Google Trends. Configurable sources and keywords.
AI parses raw posts into structured signals: problem, persona, frequency, time loss, current workarounds, willingness to pay.
Groups thousands of mentions into canonical problems. One problem, many voices — see the full picture.
Composite 0–100 score weighing pain intensity, frequency, market size, trend, WTP, competition, and build complexity.
Distinguishes "I hate this" from "I'd pay for a solution." Detects job postings, budget mentions, and alternative-seeking behavior.
Every opportunity backed by linked evidence: source threads, search volume, competitor products, CPC data, and more.
Start free. Scale when you're ready.
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For indie hackers
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No spam. We'll only email you when NicheSpy is ready.