Future Scan

futurescan.org

Future Scan is an AI-powered research analysis tool that processes arXiv papers to identify emerging trends, research themes, and knowledge gaps. It provides systematic literature review capabilities by extracting structured data from academic texts for use in meta-analyses and statistical software. The platform enables researchers and consultants to visualize the semantic structure of large-scale datasets to support strategic writing and consulting work.

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