NiaPy is an open-source Python micro-framework designed for building and implementing nature-inspired optimization algorithms. It provides a standardized, modular structure that simplifies the development, testing, and comparison of metaheuristic methods, eliminating the need to code algorithms from scratch. The library supports rapid prototyping and benchmarking of various optimization techniques across diverse problem domains.

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