For SaaS founders who validate first

Stop guessing
which niche to build for.

NicheScout analyzes Reddit threads, G2 reviews, and Upwork posts to surface the pain points SMBs actually face — ranked by evidence, not vibes.

35% of SaaS startups fail due to no market need. Most of them never validated.

Pain point detected

"I wish there was a tool that could tell me which features actually matter before I build"

r/SaaS · 847 upvotes Feature validation

Validated gap

No tool combines pain point discovery + ICP building in one flow

14 competitor gaps analyzed Whitespace found

How it works

From idea to validated opportunity in three steps.

Describe your target market

Tell us the vertical, the buyer type, or the problem space. Broad or narrow — we handle it.

AI digs into the evidence

We scrape Reddit, G2, Capterra, and Upwork for real complaints — with quotes, upvotes, and source links.

You get a ranked opportunity brief

Pain points ranked by intensity and frequency. Each one comes with competitor gaps and an ICP outline — ready to act on.

What NicheScout finds

Real pain points. Real evidence. Real opportunities.

"I spent 3 months building something nobody wanted. I wish I'd known what the real complaint was before I started."

r/SaaS · 1,204 upvotes High intent to pay

"Every CRM is built for enterprise. I'm a 5-person service business and nothing fits our workflow."

G2 Reviews · 89 reviews Underserved segment

"I know my customers complain about X but I can't quantify it. I need data, not gut feel."

Upwork job posts · 312 requests Clear product signal

What you get

A complete discovery toolkit, not a rough list of ideas.

Evidence-first pain points

Every pain point is sourced from real discussions — quotes, upvote counts, permalinks. No guesswork.

Competitor gap analysis

For each pain point, see what solutions exist and where the whitespace is. Know where you can win.

ICP outline generator

Define your ideal customer profile from the pain points. Demographics, behaviors, decision triggers — all synthesized from the data.

Positioning brief output

End each session with a one-page brief: target ICP, problem statement, solution angle. Ready to hand to a developer or pitch to an investor.

The problem with today's approach

Founders are flying blind.

Most SaaS founders pick a niche based on personal intuition, a blog post, or a conversation at a conference. Then they spend 6-12 months building — only to discover the market didn't feel the pain the same way they imagined.

The tools that exist for validation are either too manual (scraping Reddit yourself), too academic (market research reports that cost $5,000), or too shallow (idea lists with no evidence).

NicheScout exists because there's no reason to build into a void. The data is public. The pain is documented. The gap between building and validating has been closed.

The best SaaS businesses don't find a niche. They prove a niche exists — then build the tool that fills it.

NicheScout is for founders who've felt the frustration of choosing wrong. For developers who want data before they commit. For anyone building a SaaS who refuses to guess.

You already know how to build. Now make sure you're building the right thing.

Stop guessingwhich niche to build for.