Winware

winware.ai

Winware is a B2B customer and product research platform that recruits verified professionals from LinkedIn to ensure high-quality, authentic audience participation. The service utilizes AI-moderated interviews to conduct deep qualitative research on products, messaging, and user experience, automatically synthesizing feedback into actionable insights. It enables enterprises to accelerate their research cycles by eliminating the logistical overhead of traditional moderated testing while maintaining rigorous participant verification.

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