Harumi is an enterprise software provider that develops and implements AI-driven optimization systems for manufacturing and operations. The platform automates production planning, scheduling, and inventory management by integrating with existing ERP and data sources to identify inefficiencies and generate actionable decision models. It helps organizations reduce production delays, lower costs, and improve throughput through advanced analytics and scenario modeling.

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