Freckles

freckles.io

Freckles is an open-source infrastructure automation tool that provides a minimal, command-line interface for DevOps tasks. It enables users to setup and configure machines, containers, and projects using reusable, composable building blocks called ‘frecklets’. The platform supports provisioning via Python, JavaScript, or direct binary execution, allowing for consistent infrastructure as code across physical and virtual environments.

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