Updated March 27, 2026
Lovable for existing projects — lets non-technical teammates make changes to live codebases and submit GitHub PRs without knowing Git.
Voiceflow is a collaborative platform for building AI agents and chatbots without code. Its visual canvas lets teams design complex conversation flows, integrate knowledge bases, call APIs, and deploy agents across channels. Used by customer experience teams at enterprises to build and manage AI-powered support agents, Voiceflow provides analytics, testing tools, and version control for conversational AI.
Core capabilities each platform advertises.
What each tool does well, and the limitations to keep in mind.
Pros
Cons
Pros
Cons
Choose Sparkles if you wantChoose if you want
Choose Voiceflow if you wantChoose if you want
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