Panopticon AI

Panopticon AI is an open-source military simulation and data visualization platform designed for training and analyzing artificial intelligence agents. The system enables researchers to create custom wargaming scenarios, visualize agent behavior in real-time, and train reinforcement learning or LLM-based models using interoperable data formats. Released under the Apache 2.0 license, it supports commercial use and aims to foster a collaborative ecosystem for advancing military AI capabilities.

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