Amazon Product Research

What it does

Structures product research around demand, competition, margin, growth, differentiation, seasonality, and market-entry risk.

When to use

Use it to compare ideas or prepare a research memo before samples, supplier negotiation, or inventory purchasing.

Inputs

• Product concept, target marketplace, category, price band, and margin target.
• Candidate ASINs, supplier assumptions, and estimated landed cost.
• Compliance, capital, seasonality, and differentiation constraints.

Outputs

• A weighted opportunity score with factor-level reasoning.
• Market, competition, profit, and entry-barrier observations.
• Open questions and a gated validation plan.

Example workflow

1. Define a home-kitchen product and a target price range.
2. Compare demand, seller concentration, sales estimates, reviews, and margin assumptions.
3. Return a scorecard and identify which assumptions must be validated before sourcing.

Supported agents and setup

Review the source workflow before installing it with the upstream Skills command. The entry is source-reviewed, not install-tested by this site.

Account, API, and permission requirements

The base skill is free and does not declare an API key, but accurate research still depends on current market and cost evidence.

Limits and human review boundary

• Opportunity scores depend on the quality and date of the supplied evidence.
• Sales, fees, compliance, and sourcing estimates require independent validation.
• A high score is not approval to purchase inventory.

Pair with Ecommerce Data API

Use product research, market research, statistics, and sales-estimate APIs to populate the scorecard with current structured evidence.