scrappingUse this skill whenever a user wants to get, pull, grab, fetch, or look up public data from social media platforms — profiles, posts, videos, comments, follo...
Install via ClawdBot CLI:
clawdbot install berthelol/scrappingGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.scrapecreators.com/v1/tiktok/profile/videosCalls external URL not in known-safe list
https://scrapecreators.comAI Analysis
The skill's external API usage is consistent with its stated purpose of retrieving public social media data, and it explicitly instructs users to store credentials in environment variables. However, it sends all user requests and scraped data to a third-party service (ScrapeCreators) whose data handling and retention policies are not disclosed, creating a potential privacy risk.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 22, 2026
Marketing agencies can use this skill to scrape TikTok and Instagram profiles, posts, and engagement stats to evaluate potential influencers for brand partnerships. They can analyze follower growth, video performance, and audience demographics to make data-driven decisions on influencer selection and campaign ROI.
Businesses can scrape Meta, Google, and LinkedIn ad libraries to monitor competitors' advertising strategies, including ad creatives, targeting, and spending trends. This helps in benchmarking ad performance, identifying market gaps, and optimizing their own ad campaigns for better engagement and cost-efficiency.
Content creators and media companies can scrape trending content, hashtags, and videos from platforms like YouTube, Reddit, and Twitter to identify viral topics and audience interests. This enables them to produce timely, relevant content, track emerging trends, and stay ahead in fast-paced digital landscapes.
Online sellers can scrape TikTok Shop data and Amazon Shop info to analyze product trends, pricing, and customer reviews. This helps in sourcing popular items, understanding market demand, and optimizing product listings to increase sales and competitiveness in online marketplaces.
HR firms and recruiters can scrape LinkedIn profiles and company posts to identify potential candidates, assess skills, and monitor industry activity. This streamlines talent acquisition by providing insights into professional networks, job trends, and company culture without relying solely on traditional job boards.
Offer a subscription-based service where clients pay monthly or annually for access to the ScrapeCreators API, with tiered pricing based on credit usage or request volume. This model provides recurring revenue, scalability, and flexibility for businesses needing regular data scraping without infrastructure costs.
Aggregate scraped data from multiple platforms to create customized reports, dashboards, or datasets sold to clients in industries like marketing or finance. This adds value by processing raw data into actionable insights, with revenue from one-time sales or ongoing data feed subscriptions.
Provide consulting services to help businesses integrate the scraping skill into their workflows, offering setup, training, and custom automation solutions. This model leverages expertise to generate revenue from service fees, while building long-term client relationships and upselling additional data products.
💬 Integration Tip
Store the API key securely in environment variables and use curl with jq for simple, safe requests; always check credit costs and pagination to optimize usage and avoid unexpected charges.
Scored Jun 19, 2026
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