Sonal π is a free, open-source qualitative inquiry software designed to help researchers collect, organize, and analyze interview data within a single project corpus. It provides an intuitive graphical interface for exploring data, featuring tools for correcting AI-generated transcripts, identifying speakers, pseudonymizing personal information, and applying color-coded coding markers. The platform supports metadata management, data filtering, and export capabilities, making it a specialized solution for sociological and academic research.

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