Opinion Mining – Sentiment Analysis

greenbook.org

This tool examines a text document to identify individual aspects or components and evaluates the sentiment associated with each one. It breaks the content into these discrete elements to support detailed sentiment assessment rather than treating the text as a single unit.

By analyzing sentiment at this granular level, it enables more precise understanding of how different parts of the document are perceived. This approach helps surface nuanced positive, negative, or neutral attitudes tied to specific aspects within the text.

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 Opinion Mining – Sentiment Analysis mention score
POST /v3/content_analysis/summary
{
  "keyword": "Opinion Mining – Sentiment Analysis",
  "type": "llm_mentions",
  "date_from": "2025-01-01"
}