Engrams

Engrams is an open-source, enhanced memory and knowledge platform designed to provide persistent context for Large Language Models (LLMs). It enables development teams to structure architectural decisions, design patterns, and project notes, ensuring consistent AI behavior across coding workflows. The platform integrates with MCP-compatible tools to offer smart semantic search, team governance rules, and cost-effective context retrieval.

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