Instant Estimator

Instant Estimator is an online platform that provides automated cosmetic auto body and paint damage assessments for vehicles. The service allows users to submit accident photos to receive immediate cost evaluations, helping them determine if repairs exceed their insurance deductibles. It also connects vehicle owners with authorized local auto body repair facilities to obtain free repair quotes.

LLM mention score

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.

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How to get LLM mention data →

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