Gumloop is a visual workflow builder that chains AI capabilities — web scraping, LLM calls, data extraction, and content generation — into automated pipelines. Build a workflow that scrapes a list of company websites, extracts key information, runs it through an LLM to score relevance, and outputs a formatted research report. The node-based interface makes complex AI workflows visual and editable without code. Templates for common use cases — lead research, content repurposing, competitor monitoring — let you start from a working example and customize from there. For marketers, researchers, and operations teams that need AI-powered automation but not a full engineering project to build it, Gumloop is among the most accessible tools for connecting AI capabilities into repeatable workflows.