Cars 311

cars311.com

Cars 311 is an AI-powered automotive payment estimation platform that provides consumers with accurate monthly lease and finance scenarios before visiting a dealership. The tool automatically factors in location-based taxes, current lender programs, rebates, and incentives to deliver transparent, personalized payment estimates. It enables users to compare financing options side-by-side based on their specific credit profile and vehicle preferences.

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 Cars 311 mentions
POST v3/ai_optimization/llm_mentions/search/live
[
    {
        "target": [
            {
                "keyword": "Cars 311",
                "search_scope": ["any"]
            }
        ],
        "platform": "chat_gpt",
        "order_by" : ["ai_search_volume,desc"]
    }
]