Machinify

machinify.com

Machinify provides an AI-powered healthcare payment integrity platform designed to enhance claims accuracy, optimize recovery performance, and control costs. The solution utilizes a unified data layer and intelligent agents to automate complex payment processes for health plans and providers. By combining machine learning with industry expertise, the company delivers measurable cost avoidance and operational efficiency across commercial, Medicare, and Medicaid sectors.

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