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
✕
Glean
✓ verifiedPaid
Enterprise Work AI platform for company-wide search, an AI assistant and building governed agents across 250+ connectors.
3.2M visits/mo
✕
Atoms
✓ verifiedFreemium
No-code AI platform using multi-agent 'employees' to research, build, deploy and market full-stack apps from a prompt.
619K visits/mo15K saves
✕
Wisp CMS
✓ verifiedFreemium
Headless CMS built for Next.js and React that gives non-developers a Notion-like editor to manage blog content.
41K visits/mo
✕
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
No public pricing
Free: $0/mo (15 credits/day)
Pro: from $20/mo (100 credits)
Max: from $100/mo (500 credits)
Free: $0/mo (unlimited blogs and posts, attribution required)
Pro: $16/user/mo (no attribution required, 14-day free trial)
Indie Hacker Pass: $298 lifetime, single user
Free trial available
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
- ✦Enterprise search across company apps
- ✦Personal AI assistant grounded in work data
- ✦Agent builder, orchestration and governance
- ✦250+ connectors and actions
- ✦Enterprise knowledge graph and hybrid search
- ✦Security controls for scaling AI
- ✦Multi-agent AI team (PM, engineer, analyst, etc.)
- ✦Chat-to-build full-stack apps
- ✦Built-in backend: auth, database, Stripe
- ✦SEO and ads agents
- ✦Race Mode across multiple models
- ✦Code export and GitHub sync
- ✦Next.js/React SDK integration with TypeScript types
- ✦Distraction-free, markdown-free content editor
- ✦Global CDN content and image delivery
- ✦Built-in SEO tools (sitemaps, JSON-LD, metadata)
- ✦AI-generated call-to-action and related-post suggestions
- ✦Custom content types and multi-tenant CMS support
- ✦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
- →Search across all company knowledge
- →Answer employee questions with grounded AI
- →Build and deploy custom AI agents
- →Automate cross-system workflows
- →Build SaaS and e-commerce apps
- →Launch MVPs in minutes
- →Add payments and user login
- →Drive SEO and ad growth
- →Export code and self-host
- →Adding a blog to an existing Next.js application
- →Letting non-developer teammates publish without touching code
- →Improving blog load speed and SEO visibility
- →Launching a new blog quickly using starter templates
- →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
Visit