Umanmap develops specialized observation tools and digital applications, such as UMAN®Map and UMAN®Web, designed to track child development from infancy through adulthood. The company provides these solutions along with professional training and coaching services for practitioners in the health, social, and educational sectors. Their core value proposition lies in enabling measurable educational actions and improving early intervention strategies for children’s cognitive and social growth.

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