Malcolm

Malcolm is an open-source network traffic analysis tool suite designed for network security monitoring and incident response. It aggregates and normalizes data from PCAP files, Zeek logs, and Suricata alerts to provide deep visibility into network communications through OpenSearch Dashboards and Arkime. The platform offers a streamlined, container-based deployment model suitable for both long-term SOC operations and rapid field deployments.

LLM mention score

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.

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How to get LLM mention data →

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