Mandelbaum

mandelbaum.ai

Mandelbaum provides an AI-powered search solution specifically designed for e-commerce online shops, enabling merchants to replace rigid keyword-based search with semantic understanding. The platform automatically indexes product catalogs and integrates via a one-click widget for major platforms like Shopify and Shopware, significantly reducing zero-result rates while improving click-through rates without requiring developer intervention.

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