OmniShelf

omnishelf.io

OmniShelf is an AI-powered shelf management system designed to optimize retail execution and store operations. It utilizes computer vision to automate the detection of out-of-stocks, planogram deviations, and pricing errors in real-time. The platform enables retailers to streamline merchandising workflows, improve product availability, and monetize shelf data through actionable insights.

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