A comprehensive Amazon FBA market intelligence tool that uses 10 parallel scrapers to reverse-engineer competitor strategies and automate buyer reviews.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install ai-amazon-seller-intelligence-machine-v2
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install ai-amazon-seller-intelligence-machine-v2 using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is AI Amazon Seller Intelligence Machine?
The AI Amazon Seller Intelligence Machine is a high-performance market research tool designed for serious e-commerce entrepreneurs. By leveraging the power of Openclaw Skills, it deploys 10 specialized Apify scrapers simultaneously to extract deep-tier data on bestsellers, pricing history, keyword rankings, and customer sentiment.
This skill goes beyond basic product hunting; it identifies specific review gaps and unanswered customer questions, allowing you to position your product to solve problems your competitors ignore. Integrated with GetResponse, it also builds an automated post-purchase system to generate high-quality reviews on autopilot, significantly increasing your path to profitability in the $600 billion Amazon marketplace.
AI Amazon Seller Intelligence Machine Use Cases
- Identifying winning FBA product categories before they reach market saturation.
- Reverse-engineering the exact pricing and keyword strategies of top-ranking competitors.
- Mapping specific product flaws in competitor listings to create superior product briefs.
- Automating buyer follow-up sequences to boost review velocity and organic ranking.
- Conducting seasonal demand analysis to optimize the timing of new product launches.
How AI Amazon Seller Intelligence Machine Works
- The user provides a target keyword, category, or specific competitor ASINs.
- Openclaw Skills triggers 10 parallel Apify scrapers to collect data from Amazon, Google Trends, and Reddit.
- Claude AI synthesizes the raw data into an Opportunity Score based on demand, competition, and margins.
- The system identifies 'Review Gaps' by analyzing 1-3 star reviews across the top 10 competitors.
- A keyword opportunity map is generated to highlight high-volume, low-competition search terms.
- A complete GetResponse email automation sequence is drafted to manage post-purchase customer relationships.
AI Amazon Seller Intelligence Machine Setup
To get started with this intelligence machine, follow these steps:
- Obtain your API Token from the Apify dashboard under Settings > Integrations.
- Create a GetResponse account to handle your automated email sequences.
- Configure your local environment or AI agent with your credentials:
# Example environment setup
export APIFY_TOKEN="YOUR_APIFY_TOKEN"
export GETRESPONSE_API_KEY="YOUR_GETRESPONSE_KEY"
- Input your target research parameters into the Openclaw Skills prompt interface.
AI Amazon Seller Intelligence Machine Data Schema & Taxonomy
The skill generates a comprehensive JSON intelligence report organized into the following sections:
| Data Segment | Description | Source |
|---|---|---|
| Intelligence Summary | High-level verdict and opportunity scoring (0-100). | Multi-source |
| Review Gap Report | Detailed analysis of competitor weaknesses and buyer complaints. | Apify Review Scraper |
| Keyword Map | List of monthly search volumes, competing ASINs, and priority levels. | Apify Keyword Scraper |
| Competitor Teardown | Breakdown of why top sellers rank and how to beat them. | Apify Product Scraper |
| Automation Logic | Ready-to-use email templates and satisfaction routing for GetResponse. | Intelligence Synthesis |
AI Amazon Seller Intelligence Machine Advanced Features
- Parallel scraping architecture: Deploys 10 scrapers at once to reduce research time from hours to 12 minutes.
- Sentiment Analysis: Automatically extracts exact customer language from negative reviews for marketing copy.
- External Traffic Mapping: Uses Google Search scrapers to identify external keywords driving traffic to Amazon.
- Satisfaction Routing: Advanced logic to intercept unhappy buyers via GetResponse before they leave negative public feedback.
- 12-Month Price Trajectory: Analyzes seasonal margin fluctuations to predict long-term profitability.
SKILL.md
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