frds

frds (Financial Research Data Services) is a Python library designed to simplify financial research by providing ready-to-use methods for computing complex systemic risk measures and algorithms. It enables researchers and practitioners to calculate metrics such as SRISK, Distress Insurance Premium, and GARCH models using structured datasets. Developed by Dr. Mingze Gao, the tool serves as an academic resource for quantitative finance analysis.

LLM mention score

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.

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How to get LLM mention data →

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