Kalnut automatically discovers trending topics and publishes deep-dive articles every two hours. Here is how it works and what to expect.
- Google Trends API provides real-time search momentum data
- Reddit RSS feeds surface community-driven conversations
- Google News RSS captures breaking mainstream headlines
Kalnut is a next-generation news platform that monitors what the internet is discussing in real time and publishes deep, well-researched articles on those topics — automatically, every two hours.
How Kalnut Works
Every two hours, our trend engine scrapes Google Trends, Reddit, and global news RSS feeds to identify the topics generating the most conversation. It scores candidates on velocity, reach, and relevance, then selects the top trending subjects to write about.
- Google Trends API provides real-time search momentum data
- Reddit RSS feeds surface community-driven conversations
- Google News RSS captures breaking mainstream headlines
- AI scoring filters out noise and ephemeral content
SEO and GEO Optimized Content
Every article on Kalnut is optimized for both traditional search engines and generative AI engines like Perplexity, ChatGPT, and Google Gemini. This means articles open with direct answers, cite verifiable sources, and maintain high factual density throughout.
Subscribe to our RSS feed at kalnut.com/feed.xml to receive every new article the moment it publishes.
Zero-Cost, Maximum Coverage
Kalnut is built entirely on free-tier infrastructure: Supabase for the database, Vercel for hosting, GitHub Actions for the cron scheduler, and OpenRouter free models for content generation. This means Kalnut can cover breaking trends without subscription paywalls or advertising.
What You Will Find Here
Kalnut covers ten topic domains: Technology, Science, Business, Culture, World affairs, Health, Sports, Politics, Environment, and Entertainment. Every article includes a TL;DR summary, structured body sections, and a FAQ tailored to the most common questions around the topic.
Frequently Asked Questions
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