ProblemFinder

problemfinder.xyz

ProblemFinder is a SaaS tool designed to help founders, product managers, and marketers identify validated market problems before building products. It scans Reddit discussions to uncover genuine customer pain points that users are willing to pay to resolve, enabling data-driven product development. By focusing on a ‘problem-first’ approach, the platform helps businesses reduce waste and increase the likelihood of creating high-demand solutions.

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