amazon-listing-optimizerAnalyze and score any Amazon listing, find keyword opportunities, and spy on competitors for free with no API keys or subscriptions.
Install via ClawdBot CLI:
clawdbot install avmw2025/amazon-listing-optimizerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://www.amazon.{marketplace}/dp/{asin}Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
A seller launching a new product on Amazon uses the skill to analyze their listing draft, scoring title, bullets, and images for SEO optimization. They also research keywords to target and spy on competitors to identify gaps in the market, ensuring a strong launch without expensive tools.
An established Amazon seller notices low conversion rates on certain products and uses the skill to score listings, receive actionable feedback on weak areas like bullet points or images, and extract new keywords to improve search visibility and sales.
A brand manager analyzes competitor ASINs in a niche like organic seasoning to assess listing quality, identify top-performing keywords, and find weak competitors to outrank, all without subscription fees or API keys.
A freelancer or agency uses the skill to provide free listing analysis and keyword research for clients, comparing results to premium tools like Helium 10 to demonstrate value and optimize multiple product listings efficiently.
An entrepreneur exploring new product ideas on Amazon uses the skill to spy on competitors for terms like 'garlic seasoning organic', analyze top ASINs for quality scores, and research long-tail keywords to validate market demand before investing.
Offer this skill as a free tool to attract users, then upsell premium features like advanced analytics or integration services. It targets cost-conscious sellers seeking alternatives to expensive subscriptions like Helium 10.
Use the skill internally to provide listing optimization and keyword research as a service to Amazon sellers. Charge a flat fee or retainer for analysis reports, leveraging the free tool to reduce operational costs.
Integrate the skill into courses or workshops teaching Amazon SEO. Use it as a hands-on tool for students to practice listing analysis and keyword research, enhancing learning outcomes without extra costs.
💬 Integration Tip
Install Python 3.6+ on the agent's machine and ensure the skill directory is accessible; run scripts directly from command line without dependencies for quick setup.
Scored Apr 19, 2026
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