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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Base44
✓ verifiedFreemium
No-code AI platform that builds full-stack apps, websites and agents from plain-language prompts with hosting built in.
18M visits/mo
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hachidori.io
✓ verifiedPaid
Japanese no-code chatbot platform for LINE, web chat, and LINE WORKS with hands-on setup and operation support.
40K visits/mo
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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: $0
Starter: $16/mo
Builder: $40/mo
Pro: $80/mo
Elite: $160/mo
No public pricing
Starter: $40/mo (billed annually, 1.2M credits/yr)
Pro: $124/mo (4.2M credits/yr)
Business: $249/mo (9.6M credits/yr)
LITE: $15/mo (billed yearly)
PROFESSIONAL: $40/mo (billed yearly)
BUSINESS: $85/mo (billed yearly)
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
- ✦Prompt-to-app full-stack generation
- ✦Built-in backend, database and auth
- ✦One-click integrations (Slack, Notion, HubSpot, etc.)
- ✦Instant hosting and custom domains
- ✦Superagents for automated workflows
- ✦GitHub sync and code export
- ✦No-code chatbot builder
- ✦Support for LINE, LINE WORKS, and web chat
- ✦Automated Q&A, scoring, and data updates
- ✦API and system integrations
- ✦Hands-on setup and operation support
- ✦Reporting and optimization
- ✦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
- ✦Animated video creation
- ✦Presentation design
- ✦Screen recording
- ✦Custom character builder
- ✦PowerPoint to video conversion
- ✦Template library
- ✦Team collaboration 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
- →Building internal tools and dashboards
- →Launching websites and landing pages
- →Creating customer portals and CRMs
- →Deploying AI agents that automate tasks
- →Acquire new customers (MA/ROAS)
- →Activate existing customers (CRM/LTV)
- →Automate external inquiry handling
- →Streamline internal workflows
- →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
- →Creating marketing videos for brand awareness and lead generation
- →Developing training videos for employee onboarding and skill development
- →Designing internal communications videos for employee engagement
- →Producing educational videos for classroom lessons
- →Crafting sales videos for product demos and promotions
- →Making HR videos for recruitment and onboarding
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