Amazon Keyword Demand Lifecycle Analyzer

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Analyzes Amazon search keyword demand lifecycles and trend stages to guide e-commerce market entry, acceleration, and harvesting decisions.

The Amazon Keyword Demand Lifecycle Analyzer skill enables Claude Code to query Wenmai's SIF market demand API to determine the exact lifecycle stage of specific Amazon search terms. It helps cross-border sellers and market analysts distinguish between genuine structural growth, declining demand, and seasonal dips, providing actionable guidance on whether to enter a niche, accelerate advertising, harvest profits, or reduce exposure. By executing secure Python scripts against standard API contracts, it delivers traceable, verified market data directly into your analytical workflows.

Características Principales

01Integrates directly with the Wenmai SIF standard market API gateway
02Generates strategic timing recommendations for entering, accelerating, harvesting, or pulling back
033 GitHub stars
04Identifies keyword lifecycle phases including growth, decline, and seasonal fluctuations
05Validates marketplace parameters and maintains strict schema compliance
06Provides fully traceable raw gateway JSON metrics with error and quota diagnostics

Casos de Uso

01Auditing mature Amazon product portfolios to identify harvest or exit timings
02Evaluating new product launch opportunities by verifying sustainable keyword demand
03Differentiating seasonal search troughs from long-term market decline for PPC budget allocation