LaunchFlow is a product validation and mobile development service that helps startups rapidly test app ideas through web prototypes before committing to full native builds. By utilizing a hybrid approach with React Native and Expo, the company enables founders to validate concepts with real users in weeks rather than months. This methodology significantly reduces time-to-market and development costs compared to traditional native-first strategies.

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 LaunchFlow mentions
POST v3/ai_optimization/llm_mentions/search_mentions/live
[
    {
        "target": [
            {
                "domain": "martinwright.co.uk",
                "search_filter": "include",
                "search_scope": ["sources"]
            }
        ],
        "order_by": ["ai_search_volume,desc"]
    }
]