Mentiss

mentiss.ai

Mentiss is an anti-memorization AI benchmark platform that evaluates Large Language Models (LLMs) on social intelligence through multi-agent Werewolf (Mafia) simulations. It measures strategic reasoning, persuasion, deception detection, and Theory of Mind in a zero-sum environment designed to prevent training-data contamination. The platform supports Bring Your Own Model (BYOM) integrations for comparing proprietary models against industry leaders like GPT, Claude, and Gemini.

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