Expected Parrot

expectedparrot.com

Expected Parrot is an open-source research platform that enables social scientists and researchers to design, field, and analyze studies using autonomous AI agents. The platform facilitates the creation of reproducible simulations with AI personas and allows for direct validation against human participants through adaptive surveys and qualitative interviews. It provides a Python-friendly framework for scalable experimental research, offering tools for agent population generation, transparency, and computational efficiency.

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