RANGE Forecasting

rangeforecasting.org

RANGE Forecasting is a crowdsourced intelligence platform developed by the Bertelsmann Foundation that aggregates forward-looking predictions from a global community of experts, policymakers, and enthusiasts. The platform curates these forecasts to provide accurate, credible insights on critical transatlantic geopolitical, economic, and technological factors for government decision-makers and public discourse.

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