The Comprehensive Marine Natural Products Database (CMNPD) is a manually curated, open-access knowledge base dedicated to marine natural products research. It provides standardized data on chemical entities, including physicochemical properties, pharmacokinetic profiles, biological activities, and source organism taxonomy. The platform supports drug discovery efforts by linking bioactive compounds to specific targets and providing detailed literature citations.

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