Shelflife

shelflife.ai

Shelflife is an AI-powered intelligence platform designed for grocery retailers to automate expiration date tracking and reduce food waste. By converting physical labels into machine-readable data, it enables batch-level inventory visibility, targeted markdowns, and demand forecasting without requiring system replacements. The solution helps grocery teams minimize shrink, improve margins, and ensure product freshness through seamless integration with existing POS and inventory management systems.

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