Mesma is an AI-powered quality diagnostic and improvement platform designed specifically for the further education, skills, and employability sectors. The software enables organizations to structure quality assurance processes, anticipate risk, and make data-driven decisions to improve learner outcomes. It combines intelligent diagnostics with advisory support to help providers prioritize improvement activities and ensure regulatory compliance.

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