Visual AI editor that lets product designers edit live web interfaces and ship changes directly to production code.
Rivet Visual AI Editor is a design tool that lets product designers point at any element in a running web application, adjust spacing, color, layout, and other details, and generate clean, reviewable code that can be merged into the codebase. It targets design-led teams that want to close the gap between design intent and production implementation.
The editor connects to AI coding agents such as Claude, Cursor, and Codex through an MCP server, turning them into design agents. It learns a team's taste from references on Pinterest, Are.na, and local files, and explores many design directions from a single prompt or comment.
| Attribute | Rivet Visual AI Editor | Interface Design | Lovable MCP Server | Penpot | |
|---|---|---|---|---|---|
| Provider |  |  |  |  | |
| Founded | 2025 | 2012 | 2023 | 2021 | |
| Sells To | B2B | Enterprises, SMB | Enterprises, Individuals, SMB, Startup | Individuals | |
| Pricing Model | B2B Subscription | Recurring | SaaS, Subscription | Freemium, Recurring Subscription | |
| Ownership | — | Venture-backed | Private | Employee-owned |
Provider
Founded 2025
Sells To B2B
Pricing Model B2B Subscription
Ownership —
Provider
Founded 2012
Sells To Enterprises, SMB
Pricing Model Recurring
Ownership Venture-backed
Provider
Founded 2023
Sells To Enterprises, Individuals, SMB, Startup
Pricing Model SaaS, Subscription
Ownership Private
Provider
Founded 2021
Sells To Individuals
Pricing Model Freemium, Recurring Subscription
Ownership Employee-owned
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