Specify is a Knowledge Operating System and LLM wiki that consolidates scattered enterprise documents into a centralized, searchable workspace. It enables teams to maintain stateful context across sessions and integrates with tools like Notion, GitHub, and Google Drive to support Retrieval-Augmented Generation (RAG). The platform transforms static sources into actionable AI-grounded insights, allowing agents to retrieve accurate, cited information from a growing corporate knowledge base.

LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.

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. 

How to get LLM mention data →
// Fetch Specify mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Specify",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]