Geopolitical Entity Recognizer
ranenetwork.comMphasis DeepInsights Geopolitical Entity Recognizer is designed to automatically locate and identify geopolitical entities within large bodies of text. Using natural language processing (NLP) techniques, it extracts references to countries, regions, and other geopolitical units to support interpretation of content and downstream text analytics.
The model accepts a text corpus as an input file, processes it, and generates a CSV file listing all detected geopolitical entities. This structured output can then be used to derive insights about the underlying documents and to enable further analytical workflows.
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
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 Geopolitical Entity Recognizer mention score POST /v3/content_analysis/summary { "keyword": "Geopolitical Entity Recognizer", "type": "llm_mentions", "date_from": "2025-01-01" }
