FirstReview

firstreview.net

FirstReview is an automated formatting solution designed for research institutions, publishers, and academic organizations. It enforces institutional style guides automatically to handle mechanical compliance tasks such as abbreviations, citations, punctuation, and terminology consistency. The platform significantly reduces editorial workload by converting weeks of manual formatting into minutes with high accuracy.

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