Winsteps is a specialized Rasch measurement and item response theory (IRT) software designed for analyzing educational, survey, and psychometric data. It enables users to generate precise person and item measures from dichotomous, polytomous, and multiple-choice datasets using maximum likelihood estimation methods. The platform provides comprehensive diagnostic indicators and visualization tools to support rigorous quantitative analysis in research and assessment contexts.

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