Rowana is a Generative Engine Optimization (GEO) platform that helps businesses ensure their content is accurately interpreted by Large Language Models (LLMs). The company provides diagnostic tools to analyze how AI agents perceive website data, enabling organizations to optimize for AI-driven search and answer engines. Its core value lies in offering visibility into LLM interpretation to prevent misrepresentation and improve presence in the emerging landscape of virtual agents.

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