MBWDB

MBWDB is a specialized database and companion tool designed to help enthusiasts and industry participants identify and categorize microbrand watch companies. It provides a standardized classification system for independent watch brands based on specific criteria regarding manufacturing, employee size, and sales channels. The platform serves as a reference resource for online communities and collectors seeking to distinguish true microbrands from larger independent or legacy manufacturers.

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