Tropicalia

tropicalia.dev

Tropicalia is an AI context engineering platform that enables developers to connect AI agents to diverse data sources, transforming unstructured and structured information into reliable knowledge. The platform provides a managed memory layer, retrieval-augmented generation (RAG) capabilities, and MCP server integration without requiring infrastructure management. It simplifies the ETL process for AI builders by automating data indexing and context preparation for production-grade applications.

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