Vnstock provides a Python-based infrastructure for Vietnamese stock market analysis, offering APIs and tools to automate the collection, cleaning, and standardization of financial data. The platform enables investors and developers to build custom analytical models and trading systems by connecting directly to public data sources without complex authentication. It also offers educational resources and open-source components to facilitate ‘vibe coding’ with AI agents for investment research.

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 Vnstock mentions
POST v3/ai_optimization/llm_mentions/search_mentions/live
[
    {
        "target": [
            {
                "domain": "vnstocks.com",
                "search_filter": "include",
                "search_scope": ["sources"]
            }
        ],
        "order_by": ["ai_search_volume,desc"]
    }
]