Compare tools
Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
⇄ Comparison dimension — pick the market you're actually shopping in
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Gumloop
✓ verifiedFreemium
No-code platform for building and running AI agents that automate work across data, sales and support tasks.
701K visits/mo
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Airtop
✓ verifiedFreemium
Platform that compiles plain-English workflows into deterministic web-browsing AI agents that log in, browse and act.
36K visits/mo1.2K saves
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Makeform
✓ verifiedFreemium
Chat-based AI form builder that generates forms with logic and design; free unlimited forms suit creators and small teams.
202K visits/mo
Pricing
Pro: $37/month (20k+ credits/month, unlimited seats)
Free: $0/mo (1,000 credits, 1 agent)
Starter: $26/mo (30,000 credits, 10 agents)
Professional: $170/mo (30 agents)
Enterprise: $502/mo (unlimited agents)
Free: $0/mo
Pro: $19/mo (billed $228/year)
Business: $59/mo (billed $708/year)
Pay as you go: $10 per hour
Core features
- ✦Visual canvas to orchestrate multi-agent workflows
- ✦Prebuilt specialized agents (data, support, CRM, sales)
- ✦Access to many AI models with no vendor lock-in
- ✦Slack, Teams and email agent interaction
- ✦Recurring/scheduled tasks and triggers
- ✦Enterprise security: RBAC, VPC, audit logs, spend controls
- ✦Plain-English workflows compiled to deterministic agents
- ✦Web automation behind logins with scraping and actions
- ✦Scheduled runs, triggers and always-on monitoring
- ✦Auto-testing of agents before publishing
- ✦Built-in enrichment, email verification and Google Ads tools
- ✦Integrations with n8n, Zapier, Make, Claude Code and Codex
- ✦AI form generation from a chat prompt
- ✦30+ field types including payments, signatures, and file uploads
- ✦Conditional logic, branching, calculations, and answer piping
- ✦Design customization with themes, custom CSS, and custom domains
- ✦Embed, popup, and shareable link distribution
- ✦Integrations with Notion, Google Sheets, Slack, Zapier, Make, and webhooks
- ✦Response analytics and AI analysis
- ✦Voice chatbot automation for forms and surveys
- ✦Customizable forms with multiple question types and conditional logic
- ✦Direct dial access for respondents
- ✦Real-time data collection and reporting
Use cases
- →Automate data analysis and reporting
- →Triage support tickets and spot patterns
- →Keep a CRM updated and research prospects
- →Deploy AI agents across a team's tools
- →Automating repetitive browser workflows
- →Lead generation and enrichment
- →Marketing and sales GTM automation
- →Invoice reconciliation and data extraction
- →Lead generation and contact forms
- →Customer feedback and satisfaction surveys
- →User registration forms
- →Job applications and HR surveys
- →Event RSVPs and signups
- →Quizzes and polls
- →Automating job applicant pre-interview screenings
- →Automating client intake forms and surveys
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