Qin Liu

Qin Liu is a technical researcher and engineer specializing in vector databases, approximate nearest neighbor (ANN) algorithms, and AI-driven software development tools. His work focuses on the architectural evolution of large-scale vector retrieval systems and the comparative performance analysis of emerging AI coding assistants.

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