Gumloop vs Make
Gumloop and Make are both automation AI tools, tracked here on price, platforms, integrations, and capabilities. Every figure below is read from the vendor's own pages and dated. No score and no winner: the facts do the picking.
Gumloop
AI agents built for your team
Gumloop is an AI automation platform for building and running specialized AI agents across business workflows. It provides a visual canvas for multi-agent orchestration and connects with tools like Google BigQuery, Slack, and Salesforce. Teams can trigger recurring tasks automatically or run agents on demand directly within messaging apps.
Make
Visually design, build, and automate anything across apps
Make is a visual platform for designing, building, and automating workflows. It allows users to connect various applications and services without writing code. This enables the creation of automated processes between different software tools.
At a glance
Capability tags are factual labels we assign when a tool is added; they describe what a tool does, not how well it does it.
Checked against the vendors. Written from each vendor's own site and last re-checked there: Gumloop on July 31, 2026 · Make on July 27, 2026. Vendors change pricing and features without notice, so confirm anything that decides your purchase on the vendor's page.
Also in automation
A tool we have an affiliate relationship with. It is not part of the comparison above and we are not calling it the better pick.
- Extracting structured e-commerce product catalogs and directory listings
- Monitoring competitor pricing or stock updates with automated alerts
- Building multi-level deep scraping workflows across subpages
Key features
Gumloop
- Visual canvas for multi-agent workflow orchestration
- Scheduled and event-triggered recurring tasks
- Integration with workplace tools like Slack and Microsoft Teams
- Data analysis and BigQuery funnel chart generation
Make
- Visual workflow builder
- Connects thousands of apps
- Data transformation capabilities
- Real-time execution monitoring
- Pre-built templates
What each one does well
Gumloop
- ✓ Automating database queries and funnel analyses
- ✓ Deploying specialized CRM, support, and meeting prep agents
- ✓ Orchestrating multi-agent workflows inside Slack or Teams
Make
- ✓ Building branching, multi-path automations visually
- ✓ Transforming data as it moves between apps
- ✓ Watching scenario runs execute step by step for debugging
People also ask
What is the difference between Gumloop and Make?
Both are tracked for workflow-automation, app-integration, no-code. Of the capabilities they do not share, only Gumloop is tracked for ai-agents, task-management, and only Make is tracked for developer-api, templates, scheduling.
How much do Gumloop and Make cost?
Gumloop: from $37/mo. Make: free plan available.
Answers are generated from the tracked plans and capability tags shown above, so they move when the vendors' pages do.
Full fact sheets, FAQs, and discussion links: Gumloop · Make · all automation tools