The Research Is Free Now. The Last Eighty Words Aren't.

In partnership with

Become An AI Expert In Just 5 Minutes

If you’re a decision maker at your company, you need to be on the bleeding edge of, well, everything. But before you go signing up for seminars, conferences, lunch ‘n learns, and all that jazz, just know there’s a far better (and simpler) way: Subscribing to The Deep View.

This daily newsletter condenses everything you need to know about the latest and greatest AI developments into a 5-minute read. Squeeze it into your morning coffee break and before you know it, you’ll be an expert too.

Subscribe right here. It’s totally free, wildly informative, and trusted by 600,000+ readers at Google, Meta, Microsoft, and beyond.

Welcome to today's SCALIS EarlyCareers newsletter! 🚀

There are thousands of companies in this country that could plausibly take an intern in your field next summer. You have heard of maybe forty. You are applying to twelve.

That gap was never a motivation problem. Until recently it was a physics problem. Researching one company properly, what they actually sell, who runs the function you want, whether they have ever taken a student, cost you a solid hour. Forty companies meant a month of evenings. So everyone collapsed onto the same short list of names they already knew, which are exactly the reqs sitting under ten thousand applications.

The physics changed. You can now build a structured map of an entire industry in one sitting. Almost nobody does, because most students aim AI at the wrong end of the funnel. They use it to write the outreach message, which is the single part of this that has to be theirs, and they skip the research, which is the part a machine is genuinely better at than you are.

Today is that inversion. Machine on the map. You on the last mile.

Learn AI in 5 minutes a day

You don't have to scroll every AI thread, track every new tool, or watch every demo. 

The Rundown AI breaks it all down for you — the latest AI news, tools, and tutorials in one free 5-minute email every morning. 

Trusted by 2M+ professionals at Apple, Google, and NASA.

Sign up to start learning.

3,994 BRAND NEW internship positions freshly posted today. View the full list below and start applying!

Ask for the structure of an industry, not a list of famous companies

Type "best companies for a marketing internship" and you get the same twenty logos your entire class got. That output is worthless precisely because it is free and identical.

Ask a different question. Ask how the industry is actually organized: what the segments are, who sits in each tier, who supplies whom, which firms are private and mid-sized and never show up in a campus brand ranking. You want the layer between the household names and the two-person startups, roughly fifty to two thousand employees, because that layer is where a direct message from a student still reaches a human with the authority to say yes.

Worth knowing what you are up against in the posted channel. NACE's dashboard puts unemployment for bachelor's degree holders aged 20 to 24 at 7.8 percent in August 2026, against 4.1 percent for the workforce overall, both sourced to the Bureau of Labor Statistics. Early career is a tighter market than the headline suggests, and the crowding is worst exactly where the brand names are.

Feed it the inputs nobody else has

Same tool, same prompt, same answer. The only variable you control is the input, and yours is private.

Give it your real constraints: the three cities you can actually live in next summer, the coursework you have finished, the specific thing you built and what it did, the industries you have ruled out and why. Ten sentences of your own context changes the output more than any clever phrasing. A generic prompt returns a generic map. A prompt loaded with your specifics returns a map only you have.

Then keep the map. A spreadsheet with company, segment, why it fits, and status beats a chat window you will never scroll back to.

Resolve every row down to a team and a human

A company name is not a target. Intern outreach dies at the careers page and at info@, and it dies quietly, which is why students keep doing it.

Use the machine to work out which function would own the work you want and what that role is usually titled at a company of that size. Marketing at a two-hundred-person firm might be a Director of Growth. At a two-thousand-person firm it is a VP with three managers underneath, and the manager is your target, not the VP. Then find the actual person yourself, on the company site or on LinkedIn, and confirm they still hold the job.

That last step is manual on purpose. The name is the one field you cannot afford to get wrong.

Learn AI in 5 minutes a day

You don't have to scroll every AI thread, track every new tool, or watch every demo. 

The Rundown AI breaks it all down for you — the latest AI news, tools, and tutorials in one free 5-minute email every morning. 

Trusted by 2M+ professionals at Apple, Google, and NASA.

Sign up to start learning.

Nothing enters a message until you have seen it with your own eyes

Here is the rule that keeps this from blowing up in your face. If a fact appears in your outreach, you personally loaded the page it came from.

Models invent plausible specifics. A funding round that never closed. A product line that was discontinued. A leader who left eighteen months ago. Cite one of those to a hiring manager and you have proven, in one sentence, that you did not actually look. That is worse than sending nothing, because it is legible effort pointed at the wrong thing.

So let the map tell you where to look. Then go look. Read the press release, the product page, the job posting for the role next to yours. Verification is fast when you already know what you are verifying.

The last eighty words are the only part that counts

By the time you open a blank message, the machine's job is done. What remains is the part it cannot do, because it does not know any of it.

It does not know what you built in the lab last spring and what broke the first three times. It does not know that you read their careers page and noticed they hire interns into the data team but not into product. It does not know what you want from next summer. Non-inferable detail is the entire signal. Anything a language model could have guessed about you is, by definition, something the reader has already seen this week.

Write those eighty words badly in your own voice rather than smoothly in someone else's. Slightly awkward and unmistakably specific beats fluent and anonymous every single time.

The two things to actually copy

Research prompt, run once per industry:

Outreach message, rewritten every time:

Run the machine on the map. Write the message yourself. That division of labor is the whole strategy.