LinkedIn tools for students and new grads

The Evidence Shelf: a thin history is not an empty profile

The standard student worry is having nothing to put on LinkedIn, and it is almost always wrong. What you lack is job titles, which is different from lacking evidence. A semester project where you built something that runs, a lab course where you analyzed real data, a club where you handled money or ran events, a part-time job where you showed up on time for two years: each is evidence of capability, and capability is what a reader is scanning for.

Build what we call the Evidence Shelf. List every project, course, job, and role from the last three years, then write one line per item stating what you did and what came out of it: "Built a course scheduling app in React for a software engineering class; three classmates still use it" says more than any adjective. Put the strongest items in your Experience and Projects sections, then run the page through the LinkedIn Profile Score to see what a recruiter's scan still finds missing. While you are at it, claim a clean profile address with the URL Customizer, since that string goes at the top of your resume.

Honest framing beats inflation, and readers can tell

The temptation with a thin history is to inflate it: a group assignment becomes "led a cross-functional team," a weekend script becomes "engineered a platform." Resist it for a practical reason, not a moral one. The people reading your profile have read thousands of them, and inflated language from a twenty-one-year-old is instantly recognizable. Worse, it buries your genuinely impressive material, because once a reader catches one stretched claim they discount everything else on the page.

Accurate framing is not modest framing. "Built the backend for a four-person class project that survived a live demo" is specific, checkable, and quietly confident. For the two fields that carry the most weight, work from real patterns: the Headline Examples and Summary Examples both include student entries, and the About Generator will draft an About section from your actual facts, direction first, history second. The headline guide explains why "aspiring" is the one word to cut.

Alumni are the shortcut, and there is an etiquette

The strongest asset a student has is the alumni network, because shared school is a legitimate reason for a stranger to answer you. The etiquette that makes it work has three rules. Ask for advice, never for a job; the first is flattering to answer and the second is impossible to. Be specific about why this person: "you moved from mechanical engineering into product management, and I am staring at the same fork" gives them a reason to reply that "I'd love to connect" does not. And ask for twenty minutes, not a mentorship, because small requests get accepted and large ones get postponed forever.

The Connection Request Writer drafts notes in exactly that shape from what you tell it about the person. Expect silence from most of the people you write to; that is how cold outreach works at every career stage, and it says nothing about you. The conversations that do happen tend to compound, since the person who gave you twenty minutes in October remembers you when their team opens an internship in February.

When the interview shows up

First interviews are disorienting mostly because you have no base rate for what gets asked. You can fix that in an afternoon. Paste the internship posting into the Interview Questions Generator and rehearse answers out loud, using stories from your Evidence Shelf: the project that broke the night before the demo, the club budget that did not balance. Interviewers asking behavioral questions are checking whether you can connect what you did to what they need. You cannot rehearse charm, but you can absolutely rehearse recall, and recall is most of it.