Harmonya is a product intelligence platform designed for Consumer Packaged Goods (CPG) and retail organizations. It connects enriched product data with consumer reviews to provide real-time, shopper-centric insights that explain the drivers of product performance. The platform enables brands and retailers to streamline catalog enrichment, attribution management, and strategic decision-making through AI-driven analytics.

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