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/apiclaw-analysisWhat This Skill Does
The Amazon Product Research & Seller Analytics skill is a comprehensive toolkit designed for FBA and FBM businesses to leverage the power of the APIClaw database. It offers deep insights into over 200 million Amazon products, allowing sellers to perform market discovery, competitor tracking, and BSR (Best Sellers Rank) monitoring with precision. Whether you are validating a new product idea, analyzing market saturation, or optimizing your current listings, this skill automates the data-gathering process. It provides 14 distinct selection strategies to identify winning products, evaluates market risk through detailed review analysis, and helps fine-tune pricing and listing content to boost conversion rates and visibility in a competitive marketplace.
Installation
To integrate this skill into your OpenClaw environment, execute the following command in your terminal:
clawhub install openclaw/skills/skills/christine-srp/apiclaw-analysis
After installation, you must configure your API credentials. We highly recommend using an environment variable for security purposes:
export APICLAW_API_KEY='hms_live_xxxxxx'
If the environment variable is unavailable, the system will check for a config.json file in the skill root directory. Please note that new API keys require 3 to 5 seconds to propagate. If your initial request returns a 403 error, wait a few seconds and retry.
Use Cases
- Product Selection: Identify high-potential niches with low competition using advanced BSR and trend analysis.
- Competitor Intelligence: Track pricing shifts, BSR trends, and review patterns of key competitors in your category.
- Risk Management: Analyze negative review trends and market saturation data before committing to inventory investments.
- Listing Optimization: Generate content insights and keyword analysis based on top-performing ASINs.
- Market Monitoring: Stay updated on category changes and anomalies that impact your FBA business performance.
Example Prompts
- "Perform a market analysis on 'ergonomic office chairs' to determine if there is an opportunity for a new FBA seller, focusing on top 100 BSR trends."
- "What are the estimated monthly sales and average review rating for ASIN B09XXXXXXX?"
- "Compare the pricing strategy and review sentiment of the top 3 competitors in the 'cat litter' category."
Tips & Limitations
Always consult the reference.md file if you are unsure of the correct field names or filter parameters for advanced queries. When executing deep analysis, ensure you are in 'Full' mode to receive the structured evaluation criteria and decision-making framework. Do not hard-code your API keys into any scripts or store them in plain-text files on your machine. Ensure your network has access to https://api.apiclaw.io at all times during execution.
Metadata
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Find the right skillPaste this into your clawhub.json to enable this plugin.
{
"plugins": {
"official-christine-srp-apiclaw-analysis": {
"enabled": true,
"auto_update": true
}
}
}Tags(AI)
Flags: network-access, external-api
Related Skills
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.
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.