Preamble provides an enterprise-grade cybersecurity and compliance platform specifically designed for generative AI applications. The solution protects organizations against critical risks such as prompt injections, data leakage, and unauthorized access through customizable guardrails and offensive security testing. It enables businesses to deploy secure, private AI systems while maintaining regulatory adherence across industries including finance, healthcare, and defense.

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