Collinear
collinear.aiCollinear provides an AI simulation lab that generates high-signal training data and reinforcement learning environments for enterprise AI teams. The platform enables agents to interact with realistic, stateful simulations of real-world workflows, tools, and users before production deployment. This allows organizations to iteratively improve agent performance, reduce failure rates, and optimize models using deterministic feedback loops.
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 Collinear mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Collinear", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
