Sif Amazon Research

Operating rules

Use Sif MCP as the evidence source whenever available. Do not infer final business conclusions from one metric alone.

Before calling tools, identify the task type:

• Market/opportunity research: keyword or category direction.
• Market validation: keyword + candidate ASIN viability.
• Competitor analysis: competitor ASIN growth path and traffic source.
• Keyword layout: main terms, long tails, root structure, missing terms.
• Launch evaluation: whether to push a product.
• Post-launch feedback: continue, optimize, or stop.
• Growth optimization: expand proven traffic and keywords.
• Traffic/ad diagnosis: root cause of traffic or ad performance changes.

If the request does not include enough identifiers, ask for the missing ASIN, keywords, country, and time window. Default country to US only when the user does not specify a marketplace.

Core workflow