Case Studies

The client operated a high-traffic Fintech blog requiring constant content output to maintain search visibility. Manual production created a bottleneck — publishing cycles took days and legacy articles degraded in performance after each Google core update. We designed and deployed a fully automated content pipeline built on n8n and enterprise LLMs, covering ideation, drafting, structured formatting, and publishing. A parallel workflow continuously audited and re-optimized existing articles against updated search structure standards.

A real estate operator needed reliable, up-to-date availability data across multiple developer sites — manually checking listings was slow, error-prone, and unscalable. We built a stealth scraping infrastructure using Puppeteer with anti-detection layers, normalized raw data through an LLM pipeline, and pushed structured output directly into Supabase for real-time access.

The client lacked visibility into competitor backlink strategies, making it difficult to prioritize link-building efforts and respond to market shifts. We built an automated monitoring system using Browserless and n8n that continuously tracked competitor domains, extracted link authority signals, and delivered structured reports on a scheduled basis.