Vineyard

v6d.io

Vineyard is a cloud-native, in-memory immutable data manager designed to facilitate high-performance data sharing for distributed big data and machine learning applications. It enables zero-copy data transfer across different systems by leveraging shared memory, thereby eliminating serialization overheads. As a CNCF sandbox project, it provides pluggable I/O routines and Kubernetes integration for efficient data orchestration.

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