Motley provides a semantic layer and reporting engine designed to enable AI agents to interact with enterprise data accurately and consistently. Its open-source component, SLayer, governs metrics across various data warehouses, while the Motley Platform turns agent outputs into auditable, versioned reports. The solution integrates via MCP, REST APIs, or plugins to ensure a single source of truth for analytics-driven AI workflows.

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