MAPHA is a specialized labor taxonomy designed for the Latin American workforce, contextualizing European skills and occupations (ESCO) to address regional future-of-work challenges. The platform provides access to over 3,000 occupations and 14,000 skills, enabling organizations to classify jobs and identify transferable competencies. It serves data specialists and HR professionals by offering downloadable taxonomies to support organizational talent management and skills-based hiring.

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