PreReason

prereason.com

PreReason is a B2B API provider that delivers pre-analyzed market context and financial intelligence to AI agents. It aggregates Bitcoin on-chain metrics, macroeconomic indicators, and cross-asset correlations into concise, reasoning-ready briefings with confidence scores. The service enables developers to integrate structured market insights directly into their applications, bypassing the need for raw data parsing.

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