Glamorous Toolkit
gtoolkit.comGlamorous Toolkit is an open-source, moldable development environment designed to enhance software comprehension for both developers and AI agents. It replaces traditional code reading with deterministic, contextual tools that compress complex systems around specific problems, allowing users to explore APIs, analyze runtime objects, and generate technical documentation interactively. The platform enables users to build custom micro-tools and control AI interactions through executable scripts and structured outputs.
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 Glamorous Toolkit mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Glamorous Toolkit", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]