Instancio

Instancio is an open-source Java testing library designed to automate test data setup by generating fully-populated objects with randomized values. It leverages reflection to handle object graph population, including nested objects and collections, allowing developers to eliminate boilerplate code in unit tests. The tool supports selective field overrides and provides reproducible results through seed-based randomization.

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