Alloc
alloclabs.comAlloc is an ML infrastructure tool that helps data science teams govern and reduce machine learning training costs. It provides a CLI for pre-flight profiling of PyTorch and HuggingFace jobs to estimate VRAM usage, diagnose bottlenecks, and recommend optimal parallelism strategies without requiring code changes.
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 Alloc mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Alloc", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]
