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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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Riff
✓ verifiedPaid
AI agents that automate procurement, planning and logistics behind every order, so supply-chain teams scale volume without headcount.
3.9K visits/mo
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Lovable
✓ verifiedFreemium
AI app builder that turns chat prompts into working web apps and sites, with credit-based build and deploy.
35M visits/mo69K saves
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Pipedream
✓ verifiedFreemium
Low-code integration platform for connecting thousands of APIs into workflows and AI agents, including an MCP tool server.
498K visits/mo
Pricing
No public pricing
No public pricing
No public pricing
Core features
- ✦AI agents for procurement, planning and logistics
- ✦Order confirmation chasing and ERP updates
- ✦Invoice matching and deviation handling
- ✦Deterministic, guardrailed tool use (no invented data)
- ✦Runs on top of SAP, Oracle, Infor, Microsoft
- ✦Team-built and customizable agents
- ✦Chat-to-app and website generation
- ✦Real-time prototype building
- ✦One-click deploy and hosting
- ✦Templates to start projects
- ✦Credit-based building with shared workspaces
- ✦You own your code and data
- ✦Visual and code-based workflow builder
- ✦Prebuilt AI agent builder and deployment
- ✦Managed authentication across thousands of apps
- ✦MCP server exposing integrations as agent tools
- ✦Scheduled and event-triggered workflows
- ✦Connect SDK for embedding integrations into other products
Use cases
- →Automating order and supplier follow-up
- →Reducing manual procurement/logistics work
- →Scaling order volume without adding staff
- →Getting ahead of at-risk deliveries
- →Build web apps without coding
- →Prototype product ideas quickly
- →Create landing pages and sites
- →Ship internal tools
- →Building AI agents that call external APIs and tools
- →Automating cross-app workflows such as Slack, Gmail, or Sheets notifications
- →Embedding third-party integrations into a SaaS product
- →Prototyping event-driven automations without heavy infrastructure
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