MechanicGPT

mechanicgpt.app

MechanicGPT is an AI-powered automotive diagnostic assistant that provides instant, expert-level guidance for vehicle troubleshooting. The platform analyzes user-described symptoms and OBD2 codes to offer accurate repair advice, probable causes, and estimated costs. It serves car owners and enthusiasts by helping them avoid unnecessary repairs through data-driven diagnostic 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 MechanicGPT mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "MechanicGPT",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]