Sumadi is an AI-driven online exam proctoring platform designed to ensure the integrity and quality of virtual assessments. The company provides automated, secure monitoring solutions featuring facial recognition, browser control, and real-time behavior analysis for educational institutions. Its modular software integrates with major Learning Management Systems (LMS) to support scalable, compliant, and multilingual remote evaluation environments.

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