⚠️Install with caution. This skill has very few installs. Always review the source and verify it on clawhub.ai before installing. Community-built skills run with agent permissions — only install ones you trust.

🛍️ E-commerce

Amazon Product to Video Scriptv1.0.0

Name: Amazon Product to Video Script
Author: chengyu-xixihaha

amazon-product-analysis

chengyu-xixihaha

Turn an Amazon product link into an evidence-based short-form video script — extract listing selling points, mine real buyer language from reviews, then produce a shot-by-shot script once the user picks a content direction (product-demo / narrative / direct-response). Trigger this skill when the user drops an amazon.com or amzn.to product link and mentions short video, UGC/ad video, social content, or asks 'what kind of video would work for this product' / 'write me a video script', even if they never say the word 'skill'. This version focuses on listing + review insight and does not scrape competing viral videos for teardown (see 'Known limitations' below), and does not generate the video itself (video synthesis is a future iteration — if asked to 'just produce the video' or 'analyze similar viral videos', explain the current scope instead of forcing it).

Download Package View on ClawHub

Install & Quick Start

Install via ClawdBot CLI:

clawdbot install chengyu-xixihaha/amazon-product-analysis

Skill Package3 files

📋SKILL.mdmarkdown

Failed to load file.

Quality Score

B51/100

Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.

Market Validation4/35

· 106 downloads (low demand)
· No tracked installs (may still have real users via manual install)

Documentation20/25

· SKILL.md present
· Detailed documentation (≥3000 chars)
· Contains usage examples or trigger description
· Detailed summary

Package Completeness6/15

· skillAssets present (2 files)

Security Analysis

💙 Low Risk

UNDOCUMENTED_EXTERNALlow

Calls external URL not in known-safe list

https://clawhub.ai/user/chengyu-xixihaha

Audited Sep 9, 2026 · audit v1.0

💡

Usage Guide

Generated Sep 8, 2026

E-commerce marketersAmazon sellersintermediate

💡 Application Scenarios

E-commerce Marketing Agency Creating Client Video ContentMarketing & Advertising

An agency managing Amazon product promotions for multiple clients uses the skill to quickly turn product listings into tailored video scripts for social ads, reducing manual research time and ensuring content is based on actual customer feedback.

Influencer or UGC Creator Monetizing ContentInfluencer Marketing / Content Creation

A social media influencer or UGC creator leverages the skill to produce sponsored content scripts for Amazon products, ensuring the scripts resonate with their audience by incorporating authentic buyer language and pain points.

Amazon FBA Seller Scaling AdvertisingE-commerce / Amazon FBA

An Amazon seller uses the skill to generate multiple video ad variations for their own products, testing different content angles to optimize ad performance and increase conversion rates on Amazon and social platforms.

Social Media Manager for Consumer BrandsConsumer Goods / Brand Management

A brand's social media team quickly produces engaging short-form video content for new product launches, using the skill to extract key selling points and customer feedback to create authentic and effective promotional clips.

Digital Marketing Consultant Offering Video Production ServicesConsulting / Freelance Services

A freelance marketing consultant incorporates the skill into their service offering, providing clients with data-driven video scripts for Amazon products, differentiating their services with an evidence-based approach.

💼 Business Models

Video Script Generation ServiceCharge per script ($50-$200) or monthly retainer for volume.

Offer a paid service where businesses provide an Amazon link, and you deliver a ready-to-shoot script with shot lists and content direction options. Package it as a one-time deliverable or subscription for multiple products per month.

Affiliate Marketing with Enhanced ContentAffiliate commissions per sale according to Amazon Associates rates.

Combine affiliate links with high-converting video scripts that you create for your own promotions. Use the scripts to produce videos that drive affiliate sales, earning commissions while improving click-through rates.

Amazon Product Marketing SaaSMonthly SaaS subscription tiers based on usage limits.

Build a tool that provides automated video script generation for Amazon sellers as a subscription feature. Integrate with Amazon API to pull product data and generate scripts on demand, charging monthly or per-use.

💬 Integration Tip

To use this skill, ensure you have a browser automation tool (like gstack or an MCP) installed and configured to handle Amazon's anti-bot measures. Start by testing the skill with a product link that has good review coverage.