Karmada

karmada.io

Karmada is an open-source Kubernetes orchestration system designed for multi-cluster and multi-cloud environments. It enables centralized management, high availability, and advanced traffic scheduling across diverse cloud providers and on-premises infrastructure without requiring changes to existing applications. As a CNCF incubation project, it provides Kubernetes-native APIs to facilitate seamless hybrid and multi-cloud deployment strategies.

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