RAT Software

rat-software.org

RAT Software is a free, open-source research toolbox designed for collecting, analyzing, and evaluating search engine results. It enables researchers to identify queries, aggregate results from major systems like Google and Bing, and perform automated analyses such as result overlap and SEO scoring. The platform also supports manual evaluation of search relevance through juror-based assessment 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 RAT Software mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "RAT Software",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]