Website Enrichment & Categorization Automation using n8n
Hassan Nawaz
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Posted Jan 22, 2026
Built an n8n website enrichment workflow that scrapes domains, normalizes content, and applies AI enrichment with validation and error handling.
Built a production-ready website enrichment workflow in n8n that processes user-submitted domains and extracts structured business data. The system scrapes website content using ScrapingBee, cleans and normalizes raw text, and applies AI-assisted enrichment to derive categories, attributes, and metadata.
The workflow includes validation, branching, retries, and fallback paths to handle inaccessible pages and inconsistent content. Enriched results are standardized and stored for downstream use, enabling reliable lead enrichment and analysis at scale.