TNG is a Model Context Protocol (MCP) server and context engine designed to eliminate AI hallucinations in software development. It provides deterministic, framework-aware dependency graphs to coding assistants like Claude and Cursor, enabling them to reason about code logic with mathematical verification rather than probabilistic guessing. The platform helps developers identify bugs, security gaps, and performance bottlenecks by tracing data flow and side effects within their codebase.

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