CookLLM vs Machine-like

CookLLM's job matcher finds new AI jobs that fit your resume. Most resume tools compare your resume with one job description you paste in, mostly by keywords. CookLLM works the other way around: you upload your resume once, and each day it scores every new AI job against it, from 0 to 100%, on skills, experience and level.

The jobs come from the career pages of more than 1,300 AI companies and from hiring posts by team members on X and LinkedIn, which can surface openings early. Only jobs scoring 70% or higher reach your inbox, and roles that clearly ask for more experience than you have are left out. Each job lists the skills you share with the role and links straight to the company's own …

Machine-like builds and runs custom AI agents for small businesses as a managed service. Instead of buying agent software and setting it up yourself, you describe a recurring job and Machine-like designs the agent, connects it to your tools, runs it and fixes it when something breaks.

Typical jobs are the repetitive ones: following up on leads, replying to enquiries, booking meetings, logging deals in the CRM and sending a weekly report. The agents connect to tools such as HubSpot, Gmail and Slack, follow your own rules, and can hold drafts for your approval before anything is sent. A console shows what each agent did.

The company calls this "managed agent operations": you get finished wor…