Sameness

sameness.co

Sameness is an AI-native brand governance platform that transforms static brand guidelines into structured, machine-readable data. It provides a semantic layer that ensures brand consistency across human teams and AI tools by generating dual-format documentation, including human-friendly sites and technical outputs like JSON-LD, Design Tokens, and MCP Server endpoints.

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