Gumloop at a glance

Starting price: $37/mo (Pro)
Free plan: Yes
Platforms: Web, Chrome extension, API

What is Gumloop?

Gumloop is an AI-native workflow platform where model calls are the point rather than a bolt-on. You build flows on a node canvas, dragging in scrapers, LLM steps, document parsers and app connectors, which makes it strong for research pipelines, lead enrichment and document processing that conventional automation tools handle awkwardly. It starts free, with paid tiers from around $37 monthly for 10,000 credits and a single seat.

Two things reviewers consistently flag. Credit consumption is hard to predict before you build, since different node types and models draw very differently, so budget by testing a representative workflow rather than by plan name. And the learning curve is real: Gumloop rewards people comfortable thinking in data pipelines and frustrates those wanting template-driven simplicity, which is the trade for its depth on scraping and AI steps.

Key Features

Node-Based CanvasAI Model NodesWeb ScrapingDocument ParsingPDF ExtractionData EnrichmentBulk List ProcessingConcurrent RunsCustom Node BuilderSubflowsScheduled TriggersWebhook TriggersChrome ExtensionGoogle Sheets SyncWorkspacesTeam AnalyticsSAML SSOAudit Logs

Integrations

Data & Spreadsheets

Google Sheets

Communication

SlackGmail

Database

Airtable

Writing & Docs

Notion

CRM

HubSpot

Other

OpenAIAnthropic

Social Media

Storage

Google Drive

How to Use Gumloop

1Sign up for the Gumloop free tier

2Start from a template or a blank canvas

3Add an input or trigger node

4Chain scraping, AI and parsing nodes together

5Map outputs between nodes

6Run the flow on a small sample and check credit usage

7Scale up to a bulk list run or set a schedule

Who is Gumloop for?

✅ Best For

Research and operations teams processing large volumes of unstructured input such as PDFs, contracts, transcripts or scraped web pages into clean structured data
Growth and GTM teams running bulk enrichment or qualification pipelines across hundreds of companies at once
Technically comfortable users who want visual control over an LLM pipeline without writing and maintaining Python scripts
Teams that would rather have AI model costs bundled into one credit balance than manage separate API keys and provider invoices

❌ Not For

Teams whose core need is app-to-app syncing, since the integration library is much smaller than Zapier's or Make's
Budget-sensitive users running advanced models heavily, because a single flow using premium LLM calls can consume hundreds of credits per run
Non-technical beginners, as the node canvas and credit mechanics carry a real learning curve
Organisations needing predictable fixed monthly costs, since credit consumption swings with model choice and data volume

Reviews

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Pricing

Is Gumloop free? Yes, there is a free plan. Paid plans start at $37/mo (Pro).

Free$0

✓Around 2,000 credits/month
✓1 seat
✓limited concurrent runs
✓community support

Pro$37/mo

✓Around 20,000 credits/month
✓unlimited seats
✓more concurrency
✓team analytics

Team$244/mo

✓Higher credit allocation
✓expanded concurrency
✓workspace controls

EnterpriseCustom

✓RBAC
✓SCIM and SAML
✓audit logs
✓custom retention
✓VPC deployment

Prompts to Try

Build a flow that scrapes 200 company websites and writes a one-line qualification summary for each

Create a flow that reads uploaded PDFs and extracts contract dates, parties and renewal terms into a spreadsheet

Set up a flow that takes a list of LinkedIn URLs and generates personalised outreach lines

Design a flow that summarises customer call transcripts and tags them by objection type

Use Cases

Harriet does market research for a VC fund and built a Gumloop flow that crawls 300 startup sites, extracts positioning and team size, then writes a one-paragraph brief on each, replacing a week of analyst work with a single afternoon run.

Malik handles contracts at a property firm. His flow parses uploaded lease PDFs and pulls renewal dates, rent escalations and break clauses into Airtable, and the team caught two renewals that would previously have auto-extended unnoticed.

Zoe runs demand gen at a B2B SaaS company and uses Gumloop to enrich a list of 500 target accounts with recent news and hiring signals, so her SDRs open with a relevant hook instead of a generic template.

Ravi manages support quality at a fintech and built a flow that reads call transcripts, classifies the objection type and pushes counts to a dashboard, which surfaced a recurring onboarding complaint nobody had escalated.

Anneke, a freelance content strategist, built a Gumloop pipeline that scrapes a client's competitor blogs, clusters topics and drafts a content gap report, turning a two-day deliverable into a repeatable 30-minute run.