GraphRAG

GraphRAG is a framework and set of design patterns for enhancing Generative AI applications through the integration of knowledge graphs. It provides tools, guides, and reference materials to help developers implement graph-based retrieval strategies that improve answer quality and context awareness. The platform supports data preparation, retrieval mechanisms, and pattern catalogs to connect structured data with large language models.

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