Honeycomb

honeycomb.io

Honeycomb is an observability platform designed for modern, distributed software systems and AI-era applications. It provides unified telemetry capabilities including distributed tracing, log analytics, and metrics, enabling engineering teams to debug complex issues and monitor LLM performance in real-time. The platform supports high-cardinality data analysis to help organizations maintain system reliability and optimize costs.

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