Twingle

twingle.ai

Twingle is an AI-enhanced customer insights platform that combines expert-led qualitative research with automated data analysis to deliver actionable business intelligence. It enables B2B teams to uncover deep user behaviors, pain points, and opportunities without the overhead of maintaining a dedicated research department. The platform transforms raw customer feedback into clear, decision-ready dashboards and personas.

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