scoutr
scoutr.devscoutr is an AI-powered product discovery assistant designed to help product designers and founders validate ideas before development. It guides users through a structured five-step process—diagnose, sharpen, model, and hand off—to generate build-ready Product Requirements Documents (PRDs) based on live market signals and competitor data. The platform aims to reduce uncertainty by providing evidence-based verdicts on problem-solution fit, helping teams avoid scope creep and build with confidence.
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 scoutr mentions POST v3/ai_optimization/llm_mentions/search_mentions/live [ { "target": [ { "domain": "scoutr.dev", "search_filter": "include", "search_scope": ["sources"] } ], "order_by": ["ai_search_volume,desc"] } ]
