Gumloop

Visual AI workflow builder that chains LLMs, web scraping, and APIs to automate complex multi-step tasks.

Listed Needs re-verification

Workflow Automation $ Small business Mid-market Technology

What it does

Gumloop is an AI-native workflow automation platform that lets users build multi-step AI pipelines visually - chaining together LLM calls, web scraping, document processing, API requests, and data transformations into automated workflows without writing code. Unlike Zapier or Make which focus on app-to-app data transfer, Gumloop is AI-first - designed to automate tasks that require intelligence: summarizing competitor websites, extracting data from PDFs, enriching lead lists with AI research, classifying support tickets, and generating personalized outreach. Users connect nodes in a visual canvas and the platform executes the workflow, handling the LLM prompting, parsing, and error handling automatically.

Strengths

Mid-market teams with technical staff use Gumloop for complex AI automation - building production pipelines that combine multiple AI models and data sources for business-critical workflows.
Growing companies use Gumloop to scale operations that would otherwise require significant manual effort - AI pipelines handling repetitive intelligence work so teams can focus on decisions.
Small teams use Gumloop to automate AI-powered business processes - lead enrichment, competitive research, content generation, and document processing workflows running autonomously.
Technical solo founders and power users use Gumloop to automate complex research and content workflows - building AI pipelines that run continuously without manual intervention.

Watch-outs

Technical comfort required for complex workflows: While Gumloop's visual builder is accessible, building reliable, production-grade AI pipelines requires understanding of LLM prompting, error handling, and data validation concepts.
LLM costs can add up: Gumloop workflows call external LLMs per execution — high-volume pipelines making many AI calls can generate significant API costs that need to be factored into workflow economics.
Newer platform with evolving stability: Gumloop is a rapidly growing platform — users building mission-critical workflows should monitor platform reliability and maintain fallback processes for when workflows encounter errors.

Pricing

Free plan with limited executions. Starter at $20/month. Growth at $99/month. Business at $400/month. Enterprise pricing negotiated. LLM API costs are additional.