Umbrella Software Lab

umbrella.software

Umbrella Software Lab is an independent AI-first development studio that builds and launches autonomous agents, AI-native products, and immersive interactive experiences. The firm leverages a specialized stack of large language models and generative AI tools to accelerate full-cycle product development from architecture to deployment. Operating as a selective partner for founders and enterprises, they focus on rapid execution and scalable infrastructure for applied intelligence 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 Umbrella Software Lab mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Umbrella Software Lab",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]