Bag of Words

Bag of Words is an open-source agentic analytics platform that connects any Large Language Model to any data source. It provides centralized context management, allowing organizations to version, test, and govern the instructions behind their AI analytics agents. The platform ensures trust and observability through comprehensive monitoring tools for AI accuracy, agent traces, and performance metrics.

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