K8sGPT is an AI-powered open-source tool designed to diagnose and resolve issues within Kubernetes clusters. It leverages multiple AI providers to analyze cluster states, providing intelligent insights and automated remediation suggestions for troubleshooting. The platform supports data anonymization and integrates with standard AI interfaces via the Model Context Protocol (MCP) for streamlined operations.

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 K8sGPT mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "K8sGPT",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]