MarginOS is a B2B profit and inventory management platform designed for mid-market Shopify DTC brands. It integrates data from e-commerce stores, advertising accounts, and third-party logistics providers to provide true SKU-level profitability and inventory health metrics. The software enables merchants to identify margin leaks, optimize channel performance, and make data-driven decisions on scaling or cutting products based on gross profit rather than just revenue.

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