Flashcat is a cloud-native intelligent operations technology company that provides a comprehensive observability platform built on the open-source Nightingale project. The platform unifies metrics, logs, and distributed tracing data collection, storage, and analysis to cover hybrid cloud and Kubernetes environments. By leveraging AI-driven root cause analysis and automated fault localization, Flashcat helps enterprises significantly reduce mean time to resolution (MTTR) and ensure business stability.

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