Emulate Framework

emulateframework.ai

Emulate Framework is a methodology and toolset designed to help SaaS companies build defensible AI products by fine-tuning models on proprietary, workflow-driven data. It enables organizations to automate complex human processes rather than relying on superficial chatbot interfaces, thereby creating unique competitive moats through custom datasets derived from expert workflows.

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