MFR.io

MFR.io is an AI-driven platform that connects industrial buyers with North American manufacturers through spec-level capability data. The service enables small to mid-sized manufacturers to extend their buyer reach and compete for qualified work without pay-to-rank models or intermediaries. It provides tools for creating verified manufacturer profiles and an AI assistant that answers technical questions to convert in-market buyers into RFQ-ready opportunities.

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 MFR.io mentions
POST v3/ai_optimization/llm_mentions/search_mentions/live
[
    {
        "target": [
            {
                "domain": "mfr.io",
                "search_filter": "include",
                "search_scope": ["sources"]
            }
        ],
        "order_by": ["ai_search_volume,desc"]
    }
]

MFR.io

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.

Get LLM mention data of any company via DataForSEO API

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LLM mention score