Topaz is an open-source, self-hosted authorization service designed for cloud-native applications and APIs. It provides fine-grained, real-time, policy-based access control by combining the capabilities of Open Policy Agent (OPA) and Google’s Zanzibar model. The platform supports flexible authorization frameworks such as RBAC, ABAC, and ReBAC, enabling developers to manage complex permission structures through code-defined policies.

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 Topaz mentions
POST v3/ai_optimization/llm_mentions/search_mentions/live
[
    {
        "target": [
            {
                "domain": "topaz.sh",
                "search_filter": "include",
                "search_scope": ["sources"]
            }
        ],
        "order_by": ["ai_search_volume,desc"]
    }
]