Honcho provides an AI-native memory infrastructure designed for stateful agents, enabling continual learning and contextual reasoning beyond simple data retrieval. The platform optimizes token efficiency and reduces costs by delivering precise, relevant context through advanced reasoning models rather than storing raw facts. It offers seamless integration with major development tools and agent frameworks to enhance long-term user interaction capabilities.

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