PIT Mutation Testing

pitest.org

PIT is a mutation testing system for Java and the JVM that provides gold standard test coverage by analyzing the effectiveness of unit tests. It works by seeding faults into application code to verify if existing tests can detect changes, thereby identifying gaps in test suites beyond traditional line or branch coverage. The tool is designed for performance and scalability, integrating seamlessly with modern build tools like Maven, Gradle, and Ant.

LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.

Normalized 0–100 · last 8 weeks

DataForSEO API

Get LLM mention data of any company via DataForSEO API

Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count. 

How to get LLM mention data →
// Fetch PIT Mutation Testing mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "PIT Mutation Testing",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]