BERTopic
bertopic.comBERTopic is a topic modeling library that leverages transformer-based embeddings and c-TF-IDF to extract interpretable topics from large text corpora. It provides developers with a flexible, high-accuracy solution for unsupervised text analysis and natural language processing tasks. The tool enables organizations to uncover latent themes and structure unstructured data efficiently.
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 BERTopic mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "BERTopic", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
