usmap
usmap.devusmap is an open-source R package designed to facilitate the creation of US choropleth maps. It provides convenient functionality for plotting geographic data, specifically ensuring that Alaska and Hawaii are included in standard map visualizations. The tool is widely used by data scientists and analysts for geospatial visualization within the R programming environment.
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 usmap mentions POST v3/ai_optimization/llm_mentions/search_mentions/live [ { "target": [ { "domain": "usmap.dev", "search_filter": "include", "search_scope": ["sources"] } ], "order_by": ["ai_search_volume,desc"] } ]
