Machine Research

Machine Research is an AI-powered estimating and quoting software platform designed specifically for CNC and precision machine shops. It leverages proprietary geometric engines and machine learning models trained on historical job data to automate time predictions from CAD files, replacing manual spreadsheets with consistent, data-driven pricing. The system helps manufacturers accelerate RFQ response times, improve quote accuracy, and maintain profitability while remaining ITAR and CMMC compliant.

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