Amazon Niche Finder

Free tool that scans real Amazon demand and competition data daily to surface low-competition, high-demand niches.

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Amazon Niche Finder is a free, open-source tool that scans real Amazon search-demand and competition data daily and scores niches by demand versus brand count, surfacing low-competition opportunities for sellers. It runs on zero dependencies with a free API tier and a daily GitHub Actions scan that keeps a running report.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Amazon Niche Finder - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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