UpGrade is an open-source, evidence-based A/B testing platform designed for educational software developers to evaluate the efficacy of learning experiences. It enables iterative design and randomized trials to determine which tools, algorithms, or resources best advance student learning and engagement. Funded by major foundations, the platform helps eliminate subjectivity in edtech development through data-driven insights.

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