Mimesis is a Python library designed for generating large volumes of synthetic, realistic data across multiple locales and formats. It supports structured data generation via JSON and XML schemas, making it suitable for populating test databases, anonymizing production datasets, and creating mock API endpoints. The tool offers extensive customization options and integrates with common testing frameworks to streamline software development and quality assurance workflows.

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 Mimesis mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Mimesis",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]