apify-substack-scraperScrape Substack newsletters and articles. Use when user asks to search Substack, find newsletter posts, extract Substack content, or monitor Substack publica...
Install via ClawdBot CLI:
clawdbot install MarcinDudekDev/apify-substack-scraperGrade 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.apify.com/v2/acts/BULaGFURBV7WG3K81/run-sync-get-dataset-items?tokenCalls external URL not in known-safe list
https://api.apify.com/v2/acts/BULaGFURBV7WG3K81/run-sync-get-dataset-items?tokenAI Analysis
The skill interacts with the legitimate Apify API, which is consistent with its stated purpose of scraping Substack content. The primary risk is sending user-provided URLs to an external service, but this is documented and expected for the functionality. No hidden instructions, credential harvesting, or obfuscation were found.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Marketing agencies can scrape competitor Substack newsletters to analyze content strategies, identify trending topics, and benchmark engagement metrics. This helps in crafting data-driven campaigns and staying ahead in niche markets.
Researchers can use this skill to systematically collect Substack articles for studies on misinformation, political discourse, or cultural shifts. It enables large-scale content analysis without manual data gathering.
News platforms can automate scraping of Substack publications to curate and republish relevant articles, expanding their content library. This supports real-time updates and diversifies sources for readers.
Investors can monitor Substack newsletters from industry experts to gather insights on market trends, startup ecosystems, or regulatory changes. This aids in making informed investment decisions based on expert commentary.
Public relations teams can track mentions of client brands across Substack to manage reputation and respond to discussions. This helps in proactive crisis management and understanding public sentiment.
Offer a paid service where businesses subscribe to receive curated Substack data reports, such as weekly digests or competitor analyses. Revenue comes from monthly or annual subscription fees.
Provide consulting services to help companies integrate this scraper into their workflows, offering customization for specific use cases like compliance monitoring or market research. Revenue is project-based or hourly.
Develop a user-friendly interface around this skill, offering basic scraping for free and charging for advanced features like API access, historical data, or automated alerts. Revenue comes from premium upgrades.
💬 Integration Tip
Ensure the APIFY_TOKEN is securely stored and accessible in your environment; use the provided curl commands as a base and adapt them to your scripting language for automation.
Scored Jun 19, 2026
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