AutoProblemAnalyzer

autoproblemanalyzer.com

AutoProblemAnalyzer is a free, privacy-focused diagnostic tool that helps vehicle owners identify potential car issues by describing symptoms. It provides likely causes, real-world repair cost estimates sourced from industry data, and communication scripts to help users discuss repairs with mechanics effectively.

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