AgentMark

agentmark.co

AgentMark is an agent engineering platform designed to bring production-grade reliability to AI agents. It provides a comprehensive reliability loop that integrates prompt and dataset versioning with Git, automated evaluations in CI/CD pipelines, and OTel-native observability for real-time monitoring and alerting. The solution helps enterprise teams detect regressions, manage costs, and ensure consistent agent behavior before deployment.

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