choiceMaster

choicemaster.org

choiceMaster is an intelligent shopping assistant designed for UK retailers to help customers navigate product selection by transforming ‘option shock’ into informed decisions. The platform uses evidence-based criteria and customer preferences to recommend suitable products, enhancing the shopping experience both online and in-store. It serves as a transparent tool that empowers consumers to make confident purchases while helping retailers improve engagement and conversion rates.

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