Developer Sentiment & Trend Scraper

Stop guessing which AI tools and Python frameworks are gaining traction. This Actor extracts organic keyword velocity and sentiment trends directly from highly active developer communities on Reddit before they hit mainstream tech blogs.

Why use this scraper?

• Investors & VCs: Spot rising star frameworks (like LangChain or Crawlee) organically mentioned by engineers.
• B2B Marketers: Understand what tools developers are actively discussing to target your dev-tool integrations.
• Content Creators: Catch early technical trends to write high-ranking tutorials before the keyword competition saturates.

Input Configuration

The Actor is designed to be highly targeted. You configure exactly what to track:

• Target Tech Stack (keywords): Provide a list of libraries, models, or languages (e.g., langchain, llama3, fastapi).
• Subreddits (subreddits): Choose the specific communities to monitor (e.g., MachineLearning, Python, LocalLLaMA). Note: Do not include the "r/" prefix.
• Max Posts (maxPosts): Define the scrape depth per subreddit to control your output volume.

Output Structure

The scraper delivers clean, absolute URLs and perfectly mapped keyword arrays ready for your database or BI dashboard.

{
  "title": "Anyone else dropping Langchain for direct API calls?",
  "url": "[https://old.reddit.com/r/MachineLearning/comments/xyz/](https://old.reddit.com/r/MachineLearning/comments/xyz/)...",
  "matched_keywords": ["langchain"],
  "source": "[https://old.reddit.com/r/MachineLearning/new/](https://old.reddit.com/r/MachineLearning/new/)"
}