Agency Swarm

agency-swarm.ai

Agency Swarm is an open-source agent orchestration framework built on the OpenAI Agents SDK and Responses API. It enables organizations to create collaborative swarms of specialized AI agents with customizable roles, full prompt control, and Pydantic-based error correction. Designed for production deployment, it simplifies the automation of complex workflows by allowing agents to communicate via distinct descriptions and integrate with external APIs through custom tools.

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