What AI says about Schemathesis
Schemathesis is a tool that generates test cases from OpenAPI or GraphQL schemas to identify bugs and edge cases in APIs.
Since Jul 5Updated Nov 10, 2026Based on 5,385 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
1%
of AI answers about Schemathesis and its rivals · since Jul 5
Based on 5,385 AI answers
- ChatGPT2%
- Google AI Mode1%
How often AI mentions Schemathesis
of AI answers about Schemathesis and its rivals
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Markets where AI mentions Schemathesis
Mentioned inLowHighFew answers
All marketsChatGPTGoogle AI Mode
- API Testing and Development ToolsChatGPTGoogle AI Mode
- Security Validation and Red Teaming PlatformsChatGPT
- API Documentation & Developer Portal PlatformsChatGPT
- Developer Portal PlatformsOutside both engines’ top 25
- AI-Powered Code Review & SAST ToolsOutside both engines’ top 25
- Continuous Automated Penetration TestingOutside both engines’ top 25
Topics where AI mentions Schemathesis
TopicMentioned in · on this topicRank
- AI picks mostMentioned in
- How do we test our API for every edge case? What's an AI that can analyze our API spec and automatically generate a suite of tests for security, performance, and edge cases?on this questionAI picks Schemathesis and 2 more about as often56%
Excerpts where Schemathesis appeared in the AI's answer
ChatGPTSep 17, 2026, ChatGPT If you have an **OpenAPI/Swagger spec**, the closest fit to what you're describing is **Schemathesis**.
ChatGPTSep 13, 2026, ChatGPT schemathesis.io — my pick for serious automated edge-case/fuzz testing.
- Best API security testing for CI pipelines?on this questionAI picks 42Crunch and 1 more about as often30%
Excerpts where Schemathesis appeared in the AI's answer
ChatGPTNov 10, 2026, ChatGPT The strongest options are StackHawk, 42Crunch, OWASP ZAP, Schemathesis, and Escape.
ChatGPTAug 14, 2026, ChatGPT Schemathesis can run against an OpenAPI schema on every PR and generate negative/property-based cases automatically.
- Best API test orchestration for REST and GraphQL?on this questionAI picks Postman most37%
Excerpts where Schemathesis appeared in the AI's answer
ChatGPTSep 24, 2026, ChatGPT Schemathesis complements that with automatically generated tests from OpenAPI and GraphQL schemas, including property-based inputs and workflow chaining.
Google AI ModeSep 20, 2026, Google AI Mode Schemathesis: An automated testing tool built for OpenAPI (REST) and GraphQL specifications.
- I'm a back-end developer looking for the best API testing tool. What are the key features to compare?on this questionAI picks Postman most4%
Excerpts where Schemathesis appeared in the AI's answer
Google AI ModeJul 14, 2026, Google AI Mode Schemathesis: Strong for property-based testing and contract validation.
Google AI ModeJul 6, 2026, Google AI Mode For backend-specific testing, schemathesis and hypothesis are excellent for property-based testing.
- How do we test for unexpected user flows? Is there an AI "chaos monkey" for UIs that can perform random but intelligent actions to try and crash the application?on this questionAI picks Playwright most3%
Excerpts where Schemathesis appeared in the AI's answer
Google AI ModeSep 6, 2026, Google AI Mode tools like EvoMaster, RESTler , or Schemathesis use AI and genetic algorithms to bombard your backend schemas intelligently
Schemathesis in AI answers
1 of 5
Best API test orchestration for REST and GraphQL?
ChatGPTChatGPT· Sep 24, 2026
Schemathesis complements that with automatically generated tests from OpenAPI and GraphQL schemas, including property-based inputs and workflow chaining.
Google AI ModeGoogle AI Mode· Sep 20, 2026
Schemathesis: An automated testing tool built for OpenAPI (REST) and GraphQL specifications.
Sites AI cites
- 37%
- Schemathesis (opens in a new tab) · 14%
- Quick Start Guide - Schemathesis (opens in a new tab) · 10%
- Schemathesis (opens in a new tab) · 6%
- CLI Options - Schemathesis (opens in a new tab) · 2%
- FAQ - Schemathesis (opens in a new tab) · 1%
- Quick Start Guide - Schemathesis (opens in a new tab) · 1%
- Checks - Schemathesis (opens in a new tab) · 1%
- CI/CD Integration Guide - Schemathesis (opens in a new tab) · 1%
- Schemathesis (opens in a new tab) · 1%
- 9%
- GitHub - schemathesis/schemathesis: Catch API bugs before your users do · GitHub (opens in a new tab) · 4%
- schemathesis/ARCHITECTURE.md at master · schemathesis/schemathesis · GitHub (opens in a new tab) · 4%
- schemathesis/docs/guides/stateful-testing.md at master · schemathesis/schemathesis · GitHub (opens in a new tab) · 1%
- Leaves Schemathesis out2%
The page AI cites most for Schemathesis
Brands AI mentions
Mentioned in
