Ralph TUI

ralph-tui.com

Ralph TUI is an open-source, terminal-based orchestrator designed to manage autonomous AI coding agents through intelligent task routing and continuous delivery. It facilitates a structured workflow by generating dependency-aware task breakdowns from natural language requirements and executing them via a four-step loop of selection, prompting, execution, and evaluation. The platform supports multiple agent plugins and provides real-time monitoring and subagent tracing for power users seeking scalable automation.

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