Schema-Aware AI Test Generation
Generate comprehensive test suites from OpenAPI specs with one click.
What It Does
Schema-Aware AI Test Generation analyzes your API specification files to understand every endpoint, parameter, and data model. It then uses AI to generate a comprehensive test suite covering functional, edge-case, and error scenarios — without you writing a single test manually. The platform tracks two levels of coverage: Overall (status codes, parameters, request body) and Production-Grade (schema/contract validation, HTTP semantics, auth depth, performance SLAs, error body validation). You can generate initial tests for any endpoint, then use "Generate tests for gaps" to fill any remaining coverage holes and reach 100%.
Overview
AI analyzes your OpenAPI and Swagger specifications to create tests for happy paths, edge cases, error scenarios, and security vulnerabilities automatically. The platform reads every endpoint, parameter, data type, and constraint from your spec and produces a complete test suite — typically achieving 100% functional coverage in under a minute. Each generated test includes severity ratings, descriptive names, and detailed assertions tailored to the specific schema.
Key Capabilities
How It Works
- 1
Import your OpenAPI or Swagger specification via URL or file upload
- 2
AI parses endpoints, request schemas, response models, and constraints
- 3
Click "Generate tests" to create a full test suite for one or all endpoints
- 4
Review coverage metrics — use "Generate tests for gaps" to reach 100%
- 5
Customize, reorder, or add manual tests alongside AI-generated ones
Available on
All Plans
Included in the free trial — no credit card required.
Try AI Test Generation Today
Start your 15-day free trial — no credit card required.