Calcis
calcis.devCalcis is a developer tool that provides pre-flight cost guardrails for Large Language Model (LLM) APIs, enabling teams to predict spend and set budgets before API calls are executed. It integrates with CI pipelines, VS Code, and CLI tools to block pull requests that exceed defined cost thresholds across major providers like OpenAI, Anthropic, and Google. The platform aims to prevent runaway costs from agent loops and batch jobs by offering real-time estimation and budget 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 Calcis mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Calcis", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]