For Job Candidates: Your Resume Already Talked to a Robot. Your Bio Should Too.

If you are job-hunting right now, the most important first reader of your application is a piece of software you will never meet. The resume parser, the ATS, the LLM doing first-pass screening, the model the recruiter uses to summarize twenty candidates into a shortlist — these are the readers between you and the hiring manager. You already optimize for them. You use the keywords. You match the job description. You format for the parser.

You also have a second surface those readers reach, and you have not optimized it at all.