Niche Profitability Score

How the score works

The total score is the sum of four sub-scores, each on a 0–25 scale. The math behind each sub-score is a deliberately simple keyword-matching heuristic — we look for signals associated with high (or low) performance in each dimension and adjust the score accordingly. It's not a search-volume API and it's not magic. It's a structured way to think about a niche before you spend three months building in it.

What “competition” means here

We score competition with the polarity inverted, so higher is better — meaning the niche is less crowded. Niches that get a low competition score include the obvious giants like “make money online,” “weight loss,” and “crypto” — markets where you're competing with publishers spending six figures a month on content. Lower-scoring niches don't mean you can't win; they mean you'll need a much sharper angle to be visible.

What this score doesn't capture

Your unfair advantage. If you have ten years of experience in a tiny low-search niche, you can dominate that niche faster than someone with no domain expertise can dominate a high-search niche. The score also doesn't capture changing trends — a niche that scores 60 today might score 85 in two years if a new platform or product creates new demand. Use it as a directional signal, not an oracle.

Tips for getting a useful score

Be specific. “Productivity” will score high on demand and brutally on competition. “Productivity for parents who homeschool” will give you a much more honest read because it triggers the audience-specific Pinterest signal and dodges the worst competition signals. Specificity is the moat in 2026 — the score is structured to reward that.