Qbec is a command-line tool designed for configuring and deploying Kubernetes objects across multiple clusters, namespaces, and environments. Built on Jsonnet, it enables users to manage cluster-scoped resources, handle transient jobs, and enforce safe deployment practices such as automatic garbage collection and secret masking. The platform supports version-controlled configuration tracking and integrates with CI/CD pipelines for branch-specific builds.

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