JSON to Zod Schema
Generate Zod validation schemas from JSON data. Create TypeScript-first schemas with automatic type inference for runtime validation.
Features
đĄī¸ TypeScript-First Validation
- Automatic type inference with z.infer
- Compile-time and runtime validation
- Compatible with Zod v3.x
- Zero dependencies schema
⥠Smart Type Detection
- Detect strings, numbers, booleans
- Handle nested objects and arrays
- Support for null and optional values
- Union types for mixed arrays
đ¯ Framework Ready
- Works with Next.js, Remix, tRPC
- React Hook Form integration
- API request/response validation
- Environment variable validation
Complete Guide to Zod Schemas
What is Zod?
Zod is a TypeScript-first schema validation library with static type inference. It allows you to build schemas that validate data at runtime while providing full TypeScript types. With over 30 million weekly npm downloads, Zod is the most popular runtime validation library in the TypeScript ecosystem.
Why Use Zod?
- Type Safety: Automatic TypeScript type inference from schemas
- Runtime Validation: Validate data at runtime, not just compile time
- Zero Dependencies: Lightweight and self-contained
- Composable: Build complex schemas from simple ones
- Ecosystem: Integrates with React Hook Form, tRPC, Prisma, and more
Using Zod schemas at your app boundaries
The most valuable place for a Zod schema is where untrusted data enters your application: API responses, form submissions, environment variables and messages from other services. Validating there means the rest of your code can trust its types.
Tips and common pitfalls
- Derive the TypeScript type from the schema with
z.infer<typeof Schema>so types and validation never drift apart. - Use
safeParsewhen you want to handle errors yourself; it returns a result object instead of throwing. - Add refinements the sample cannot show, such as
.email(),.min(1)or.int().positive(). - Use
.passthrough()or.strict()deliberately: by default Zod strips unknown keys from objects.
More questions
Can I use the same schema for AI structured output?
Yes. Libraries such as the Anthropic and OpenAI SDKs accept Zod schemas for structured outputs and tool inputs. Our JSON to LLM Tool Schema page also generates the equivalent JSON Schema directly.
How do I coerce strings from query parameters?
Use z.coerce.number() or z.coerce.boolean(), which convert the string before validating.