uType
utype.iouType is a Python library that enforces type checking and data validation at runtime using standard Python type annotations. It allows developers to declare complex types and constraints for function parameters and dataclasses, automatically handling parsing and error reporting. This tool eliminates boilerplate validation code while improving IDE support and reducing bugs through strict input enforcement.
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 uType mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "uType", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]