QPER is a technology provider specializing in hyper-convenience retail solutions through 100% unmanned, AI-powered micro-stores and smart vending systems. The company enables quick, secure, and personalized shopping experiences at high-traffic locations such as workplaces and residential areas. Its ecosystem leverages automated payments and digital integration to meet modern consumer demands for seamless physical retail interactions.

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