Frictionless Data

frictionlessdata.io

Frictionless Data provides an open-source toolkit and standardized specifications designed to simplify data integration, management, and packaging. The platform enables organizations to standardize complex data assets by bundling them with metadata and schemas, facilitating reproducible research and streamlined data engineering pipelines. It supports incremental adoption and progressive enhancement of existing data workflows across diverse teams and tools.

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