What Car Should I Buy?

what-car-should-i-buy.com

What Car Should I Buy? is a specialized B2B and consumer-facing used car research platform that provides comprehensive vehicle analysis, reliability ratings, and ownership cost breakdowns. The tool utilizes a multi-stage verification pipeline to generate data-backed reports on common problems, running costs, and pre-purchase inspection checklists for vehicles across 196 countries. It enables users to perform deep-dive evaluations, side-by-side comparisons, and personalized recommendations based on specific budget and usage criteria.

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 What Car Should I Buy? mentions
POST v3/ai_optimization/llm_mentions/search_mentions/live
[
    {
        "target": [
            {
                "domain": "what-car-should-i-buy.com",
                "search_filter": "include",
                "search_scope": ["sources"]
            }
        ],
        "order_by": ["ai_search_volume,desc"]
    }
]