5 Whys is an AI-powered product discovery platform designed to transform initial business ideas into professional Product Requirements Documents (PRDs) and Market Requirements Documents (MRDs). It provides a structured workflow for entrepreneurs, product managers, and tech co-founders to validate concepts, conduct user research, and prioritize features through automated heuristic reasoning and data analysis.

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 5 Whys mentions
POST v3/ai_optimization/llm_mentions/search_mentions/live
[
    {
        "target": [
            {
                "domain": "try5whys.com",
                "search_filter": "include",
                "search_scope": ["sources"]
            }
        ],
        "order_by": ["ai_search_volume,desc"]
    }
]