GMC Scout

gmcscout.com

GMC Scout is a diagnostic tool designed for e-commerce merchants to identify and resolve hidden compliance issues causing Google Merchant Center account suspensions. It provides an automated, one-time audit that simulates Google’s approval logic to pinpoint reinstatement blockers without requiring manual expert consultation. The platform helps users fix root causes and submit accurate appeals to prevent repeated rejections.

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