Pain Point Crawling
Scrapes Reddit threads, niche forums, and blog posts to find the "I wish there was a tool that..." complaints people are already posting publicly
Idea Brief Generation
Converts validated pain point clusters into structured SaaS idea briefs โ problem statement, target audience, and scope โ instead of a raw list of keywords
Micro-SaaS & Full SaaS Coverage
Surfaces ideas across both ends of the spectrum: small, narrow tools you can ship fast, and larger products worth a longer build.
What sets SaaSMiner apart is that it validates ideas from evidence instead of intuition. Most idea-generation tools brainstorm from scratch or riff off trends โ SaaSMiner starts from what people are already publicly complaining about on Reddit and forums, so every idea it surfaces has a real, expressed pain point behind it rather than a guess.
The other piece is the filtering step: it's built specifically to separate one-off venting from recurring, structural complaints, so you're not just getting a pile of loosely related keywords โ you get scoped idea briefs with a clear problem and audience attached.
Compared to generic idea-generator tools (which mostly riff on trends, keywords, or AI brainstorming), SaaSMiner's edge is that it's grounded in real, already-expressed demand rather than speculation. A few concrete reasons someone would pick it over alternatives:
Evidence over guesswork โ ideas come from actual Reddit/forum complaints, not an LLM inventing plausible-sounding SaaS concepts from a prompt. Signal, not noise โ the clustering step filters out one-off venting so you're not sifting through hundreds of loosely related mentions to find something real. Scoped, not vague โ output is a structured brief (problem, audience, scope), not just a keyword or a one-line idea title you still have to flesh out yourself. Built by someone shipping in this space โ it's made by an indie hacker validating his own product ideas, not a generic "AI idea generator" wrapper.
The primary audience is indie hackers and solo/bootstrapped SaaS founders who are looking for their next product idea and want it grounded in real demand rather than guesswork โ people who'd otherwise spend hours manually scrolling Reddit and niche forums trying to spot patterns themselves.
A slightly more detailed breakdown, in case a form wants segments:
Indie hackers / solo founders โ the core user, looking for a validated idea to build next, especially those who ship fast and want to avoid sinking weeks into something nobody wants Bootstrapped/small SaaS teams โ looking for adjacent feature or product ideas backed by evidence, not internal brainstorming Product managers โ using it as a research input for prioritizing what to build next based on external signal
Like a lot of indie hackers, the founder kept falling into the same trap: build a SaaS idea based on a hunch or a "this seems useful" feeling, ship it, and hear silence. Meanwhile, the actual evidence of demand was sitting in plain sight the whole time โ scattered across Reddit threads and forum posts where people were already saying "I wish there was a tool that..." or venting about a specific workflow problem. Nobody was systematically reading all of that and turning it into something buildable.
SaaSMiner started as a way to close that gap for himself first โ a tool to scrape those complaints, filter the real recurring problems from one-off venting, and turn the patterns into scoped idea briefs instead of vague inspiration. It grew out of actually needing this for his own product pipeline (he runs a handful of SaaS products) before becoming something other founders could use the same way.
The core belief behind it: the market already tells you what to build, most people just aren't listening systematically.
SaaSMiner is built on:
Next.js โ frontend and application framework Supabase โ backend/database Node.js โ server-side logic AI/LLM layer (via OpenRouter/Claude API) โ powers the clustering, filtering, and idea-brief generation
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