decodo-scraper-skillSearch Google, scrape web pages, Amazon product pages, YouTube subtitles, or Reddit (post/subreddit) using the Decodo Scraper OpenClaw Skill.
Install via ClawdBot CLI:
clawdbot install DonatasDecodo/decodo-scraper-skillGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
post → https://www.reddit.com/r/SUBREDDIT/comments/ID/...Calls external URL not in known-safe list
https://decodo.comAI Analysis
The skill's primary function is to call the documented Decodo Web Scraping API, which is consistent with its stated purpose. The 'UNKNOWN_DATA_SINK' signal is a misinterpretation; the skill scrapes data *from* Reddit/Amazon/Google, it does not send user data *to* those sites. The main risk is dependency on a third-party service (decodo.com) which could log queries and scraped content.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
An e-commerce business uses the skill to scrape Amazon product pages and search results to analyze competitor pricing, product features, and customer reviews. This helps in setting competitive prices and identifying market gaps.
A digital marketing agency employs the skill to search Google for trending topics, scrape relevant web pages for content inspiration, and analyze YouTube subtitles for video SEO. This aids in creating optimized content and improving search rankings.
Researchers utilize the skill to scrape Reddit posts and subreddits for qualitative data on public opinions, and use Google search to gather sources and related questions. This supports studies in social sciences and trend analysis.
A tech startup uses the skill to monitor Reddit discussions and scrape universal URLs for news on competitors and industry trends. This provides insights into user sentiment and emerging technologies.
A news organization applies the skill to scrape web pages for breaking news and use Google search to verify facts and gather related information. This enhances reporting accuracy and content curation.
Offer the skill as part of a subscription-based web scraping service, providing API access and support for businesses needing regular data extraction. Revenue comes from monthly or annual fees based on usage tiers.
Provide consulting services to integrate the skill into clients' existing workflows, offering tailored solutions for specific scraping needs like Amazon product monitoring or Reddit sentiment analysis. Revenue is generated through project-based fees and ongoing support contracts.
Use the skill to collect and aggregate data from sources like Google search results and YouTube subtitles, then sell processed datasets or insights to clients in industries like marketing or research. Revenue streams include one-time data sales and subscription-based access to updated datasets.
💬 Integration Tip
Ensure the DECODO_AUTH_TOKEN is securely stored in environment variables and test each target with sample commands to verify output formats before full integration.
Scored Apr 19, 2026
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