Amazon Product Research & Seller Analytics
Amazon product research and seller analytics for FBA and FBM businesses. Find winning products with 14 selection strategies, track competitors, monitor BSR trends, analyze reviews, estimate monthly sales, optimize listings, and assess market opportunities. Real-time ASIN lookup with 200M+ product database. Amazon seller tools, niche research, keyword analysis, pricing strategy, and category insights powered by APIClaw API. Use when user asks about: Amazon product selection, finding products to sell, ASIN lookup, BSR analysis, competitor tracking, market opportunity, risk assessment, FBA research, review analysis, or listing optimization. Requires APICLAW_API_KEY.
Install via CLI (Recommended)
clawhub install openclaw/skills/skills/christine-srp/amazon-seller-researchWhat This Skill Does
The Amazon Product Research & Seller Analytics skill is a powerful, AI-driven suite designed for FBA and FBM merchants to navigate the complexities of the Amazon marketplace. Leveraging the robust APIClaw engine, this skill provides real-time access to a database of over 200 million products. It automates critical tasks such as BSR trend monitoring, competitor tracking, and listing optimization. Whether you are conducting niche research, assessing market opportunities, or analyzing consumer sentiment via product reviews, this tool streamlines the data gathering process. It helps sellers move from intuition-based decisions to data-backed strategies using 14 distinct selection frameworks.
Installation
To begin, ensure you have the OpenClaw environment configured. Install the skill via the command line:
clawhub install openclaw/skills/skills/christine-srp/amazon-seller-research
Authentication is managed via the APICLAW_API_KEY. It is strongly recommended to set this as an environment variable in your shell configuration file:
export APICLAW_API_KEY='your_api_key_here'
The skill will automatically check this variable for authentication. In the event the API returns a 403 error due to key propagation, the agent is configured to wait 3 seconds and retry automatically up to two times.
Use Cases
- Product Discovery: Identifying high-potential, low-competition niches using automated filtering.
- Competitor Intelligence: Tracking BSR, pricing changes, and inventory levels of rival ASINs.
- Listing Optimization: Analyzing keywords and reviews to create content that ranks higher and converts better.
- Risk Assessment: Evaluating market saturation and potential barriers to entry before investing in inventory.
- Profitability Analysis: Estimating monthly sales volume and margins to validate business models.
Example Prompts
- "Perform a market opportunity analysis for organic bamboo kitchenware. Compare the top 5 competitors and identify gaps in their reviews."
- "What is the current monthly sales estimate and BSR trend for ASIN B09XYZ123?"
- "Help me optimize my current listing for a yoga mat by suggesting high-volume keywords based on my top 3 competitors."
Tips & Limitations
- Execution Modes: Use 'Quick' mode for simple data queries (e.g., specific ASIN info) to save time, and 'Full' mode for comprehensive strategic analysis.
- Data Integrity: Always consult the
reference.mdfile before requesting complex filters to ensure field names are accurate. - Rate Limiting: If you encounter unexpected behavior, ensure your API key is active. New keys typically take 3-5 seconds to register in the APIClaw database.
- Privacy: Never save your API key inside local text files or scripts; strictly use environment variables to maintain security.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-christine-srp-amazon-seller-research": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: network-access, external-api, code-execution
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apiclaw
APIClaw API platform overview — AI-powered commerce data infrastructure. Provides programmatic access to 200M+ Amazon products with real-time data across 6 endpoints: category browsing, market metrics, product search, competitor lookup, realtime ASIN detail, and AI review analysis. Use when user asks: what APIClaw can do, available API endpoints, how to get started, API capabilities overview, credit usage, or general commerce data questions. For deep Amazon product selection strategies and analysis workflows, use the Amazon-analysis-skill instead. Requires APICLAW_API_KEY.
Amazon Product Research & Seller Analytics
Amazon product research and seller analytics for FBA and FBM businesses. Find winning products with 14 selection strategies, track competitors, monitor BSR trends, analyze reviews, estimate monthly sales, optimize listings, and assess market opportunities. Real-time ASIN lookup with 200M+ product database. Amazon seller tools, niche research, keyword analysis, pricing strategy, and category insights powered by APIClaw API. Use when user asks about: Amazon product selection, finding products to sell, ASIN lookup, BSR analysis, competitor tracking, market opportunity, risk assessment, FBA research, review analysis, or listing optimization. Requires APICLAW_API_KEY.
apiclaw
APIClaw API platform overview — AI-powered commerce data infrastructure. Provides programmatic access to 200M+ Amazon products with real-time data across 6 endpoints: category browsing, market metrics, product search, competitor lookup, realtime ASIN detail, and AI review analysis. Use when user asks: what APIClaw can do, available API endpoints, how to get started, API capabilities overview, credit usage, or general commerce data questions. For deep Amazon product selection strategies and analysis workflows, use the Amazon-analysis-skill instead. Requires APICLAW_API_KEY.