LLM Scout

LLM Scout is a B2B analytics platform that monitors and optimizes brand visibility within large language model responses across major AI assistants like ChatGPT, Claude, and Perplexity. It provides marketers with prompt-level insights into how their brand is cited, referenced, or recommended by AI systems compared to competitors. The tool enables organizations to implement AI-first SEO strategies by identifying gaps in AI-generated answers and guiding content optimization efforts.

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