Refiner

refiner.io

Refiner is a dedicated in-app survey software designed to help SaaS companies and enterprises collect user feedback directly within web and mobile applications. The platform enables highly customizable microsurveys with advanced user targeting based on behavioral traits and events, facilitating precise insights for product research and customer experience optimization. It integrates seamlessly into growth tech stacks via tools like Segment and Zapier to support data-driven decision-making.

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