TOON

TOON (Token-Oriented Object Notation) is a compact, schema-aware encoding format designed to optimize JSON data for Large Language Model prompts. It reduces token usage by approximately 40% while maintaining high parsing accuracy through minimal syntax and explicit structural guardrails. The specification supports deterministic round-trips with standard JSON models and offers multi-language implementations across major programming ecosystems.

LLM mention score

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.

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How to get LLM mention data →

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