Datch provides an AI-driven diagnostic agent designed to optimize plant Overall Equipment Effectiveness (OEE) and reduce downtime for industrial frontline workers. The platform integrates unstructured data from manuals, schematics, and CMMS systems to deliver instant, context-rich troubleshooting guidance. It aims to accelerate first-time-right fixes, retain institutional knowledge, and improve operational efficiency across enterprise maintenance teams.

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