Qcmology is an educational technology platform providing comprehensive exam preparation resources for medical and pharmacy students in Algeria. The service offers a database of over 100,000 multiple-choice questions (MCQs), short-answer questions, and clinical cases sourced from externat and residency exams. It supports learners through web and mobile applications featuring an integrated AI assistant and structured study tools.

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