free toolAI-powered niche scoring

Micro SaaS niche finder — score your idea before you build.

Type any SaaS niche idea in plain language. We score it across 5 dimensions — market size, competition, monetization, distribution, and timing — and return a verdict with dimension-level reasoning. Free, no signup.

describe your niche idea

Be specific — name the buyer, the industry, the outcome. We'll score it on 5 dimensions and tell you whether it's worth building.

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or try an example

what the niche finder actually checks

Most niche research ends in a gut feeling. This tool forces the evaluation through a structured rubric. You get 5 scores between 0 and 10, a verdict (Promising, Risky, or Pass), and a short explanation per dimension that cites a specific signal — a named competitor, a search term, a demographic number.

The point isn't to outsource the decision. It's to catch blind spots before you spend six months building.

the 5 scoring dimensions

  • Market Size is the paying audience large enough? Sweet spot for micro SaaS: 20K-200K potential buyers.
  • Competition can a solo founder realistically compete? Too much competition kills you; zero competition signals no demand.
  • Monetization will people pay, and how much? Existing budget categories beat creating new line items.
  • Distribution can you reach buyers without a massive ad budget? SEO + niche communities beat paid channels.
  • Timing is the niche growing, stable, or shrinking? Regulatory shifts and platform changes matter.

how to describe your niche for the best scoring

Name three things: the buyer, the industry context, and the outcome. "Scheduling for tattoo studios" scores better than "scheduling app". The second is unscoreable — too broad. The first has a buyer, an industry, and an implicit job-to-be-done.

If the tool returns a Pass with a too broad to evaluate message, narrow down and try again.

want the full framework behind the tool?

Read the 5-step framework for finding a profitable niche — it walks through the same scoring logic, plus the research process, tools to use, and red flags to avoid.

related tools and reading

Once a niche scores well, validate it with the SaaS idea validation checklist. Browse 21 micro SaaS ideas for 2026 or 15 boring SaaS ideas for niche inspiration.