Hardhat
hardhat.careersHardhat is an open workforce intelligence platform that aggregates and normalizes federal, state, and industry labor data into a unified career ontology. The company provides an agentic scoring pipeline that evaluates over 350 trade careers across the United States based on salary, demand growth, AI resilience, and training ROI. This infrastructure connects workers, educational programs, employers, and government entities through a standardized data protocol to improve labor market decision-making.
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 Hardhat mentions POST v3/ai_optimization/llm_mentions/search_mentions/live [ { "target": [ { "domain": "hardhat.careers", "search_filter": "include", "search_scope": ["sources"] } ], "order_by": ["ai_search_volume,desc"] } ]
