Compare tools
Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
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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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Educato
✓ verifiedFreemium
AI exam-prep platform with thousands of exams, question banks, flashcards and mock tests, popular with medical and residency students.
1.9K visits/mo6.7K saves
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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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Dumpling AI
✓ verifiedFreemium
Unified API that gives AI agents web scraping, search, document extraction, and social/enrichment data through one billed endpoint.
28K visits/mo
Pricing
Pro: $37/month (20k+ credits/month, unlimited seats)
Free: Free
Pro: $7.17/month (billed annually)
Unlimited: $14.17/month (billed annually)
No public pricing
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)
Starter: $40/mo (billed annually, 1.2M credits/yr)
Pro: $124/mo (4.2M credits/yr)
Business: $249/mo (9.6M credits/yr)
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
- ✦AI-powered flashcard generation
- ✦AI Copilot for creating study materials
- ✦AI Professor for personalized tutorials
- ✦Track Mode for structured learning
- ✦Mindmap generation
- ✦Notes generation
- ✦Multiple choice question generation
- ✦Spaced repetition
- ✦Active recall
- ✦Thousands of exams and question banks
- ✦Spaced-repetition flashcards
- ✦Weekly mock exam simulations
- ✦AI tutor with audio explanations
- ✦Progress tracking and weak-topic recaps
- ✦Cross-device installable web app
- ✦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
- ✦Unified API for search, scrape, and extraction
- ✦Smart routing across multiple data providers
- ✦Document and PDF structured extraction
- ✦Social and media data (YouTube, TikTok, LinkedIn, reviews)
- ✦People and company enrichment
- ✦MCP and CLI surfaces for AI tools
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
- →Converting lecture notes into flashcards for active recall
- →Summarizing research papers into concise notes
- →Creating practice tests from textbooks
- →Learning a new subject using the AI Professor
- →Preparing for medical/residency exams
- →Practicing with question banks
- →Reinforcing knowledge via flashcards
- →Benchmarking with mock simulations
- →Automating repetitive browser workflows
- →Lead generation and enrichment
- →Marketing and sales GTM automation
- →Invoice reconciliation and data extraction
- →Feeding AI agents reliable external web data
- →Replacing several scraping and search subscriptions
- →Extracting structured data from PDFs and documents
- →Enriching leads with company and email data
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