Amazon Niche Finder

What it does

Provides a repeatable niche-discovery framework for market gaps, underserved audiences, price bands, and emerging segments.

When to use

Use it when the starting category is too broad and a seller needs a shortlist of narrower research hypotheses.

Inputs

• Broad category, marketplace, target customer, and capital constraints.
• Candidate subcategories, price bands, or use cases.
• Minimum demand, margin, competition, and compliance thresholds.

Outputs

• A shortlist of niche hypotheses.
• Comparable demand, competition, growth, and concentration evidence.
• Disqualifying risks and next validation actions.

Example workflow

1. Start with “home organization” on Amazon US.
2. Compare smaller use cases and price bands with one scorecard.
3. Exclude niches that fail margin, compliance, or concentration thresholds.

Supported agents and setup

Review the upstream SKILL.md before using the repository installation instructions.

Account, API, and permission requirements

No API key is declared by the source skill. Current market evidence is still required for a defensible shortlist.

Limits and human review boundary

• A niche can appear underserved because the data sample is incomplete.
• Low competition may reflect weak demand or difficult economics.
• Compliance and sourcing barriers can invalidate an attractive market pattern.

Pair with Ecommerce Data API

Use market research, demand trends, statistics, and concentration APIs to compare niches on the same current data structure.