Spark NLP

sparknlp.org

Spark NLP is an open-source natural language processing library built natively on Apache Spark, designed to deliver scalable Large Language Models (LLMs) and transformers for enterprise production environments. It provides a comprehensive suite of pre-trained models, pipelines, and NLP features—including tokenization, sentiment analysis, and embeddings—supporting Python, Scala, and Java ecosystems. Widely recognized as the most used NLP library in the enterprise, it enables developers to process massive datasets efficiently with minimal setup.

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