# Targetlytics - /BLOGS/ONE-OFF-AI-TESTS-ARE-STATISTICALLY-USELESS-HOW-TO-USE-THE-LLM-TEMPERATURE-PARAMETER (en)

*Generated for AI LLM consumption*

## Section: Blogs

### meta

**title**: Blog | AI Visibility Insights & Strategies

**description**: Insights, strategies, and updates on Generative Engine Optimization and AI visibility. Learn how to optimize for ChatGPT, Claude, Gemini, and Perplexity.


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*Source: https://targetlytics.com/en/blogs/one-off-ai-tests-are-statistically-useless-how-to-use-the-llm-temperature-parameter*
*Last Updated: 2026-07-11T21:29:44.937Z*