Panoptica

panoptica.com

Panoptica is a media and research organization that utilizes AI-powered tools to quantify global narratives and track the zeitgeist. It provides B2B clients with storyboards, daily digests, and insights across sectors such as finance, politics, and technology to help identify emerging trends. The platform combines algorithmic analysis with human editorial oversight to deliver actionable intelligence on shifting cultural and economic currents.

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