The Applicant Equation: The Math Every Candidate Does Before Applying

Every offer comes down to a simple bit of math. How good is the thing you get, times how sure you are you'll actually get it, divided by how long it takes and how much effort and risk it costs you. The bigger the top and the smaller the bottom, the more valuable the offer feels.

For a long time I didn't connect that to job ads at all. But the more vacancies I looked at, the more I realized a job ad is just an offer. You're asking someone to give up their current job, their evenings, their weekend to fill in your form, and maybe even their sense of security. That's a big ask. So the person reading it does the math, even if they'd never call it that.

That's the Applicant Equation:

Applicant Value = (Dream Job × Belief "I can get this") ÷ (Time to Apply × Effort & Risk)

What I see almost every time is that companies only work on the dream part. They write about the great culture and the free lunch, and then the rest of the ad quietly kills everything. So let's go through every part, one by one.

1. Dream Job ↑

This is the one everybody thinks they're doing well, and honestly most aren't. Because "dream job" doesn't mean big words. It means the candidate can actually picture themselves doing it, and wants to.

What to change:

Show a day, not a list of duties. Nobody gets excited about "responsible for planning and coordination." But "you start at 8, coffee, you check which trucks are running late and you fix the route before the client even notices" is something people can see. Write one short paragraph about what a real Tuesday looks like. (Here's how to get that paragraph out of someone who does the job.)

Put the salary in the first line. Not at the bottom, not "competitive." The first line. It's the first thing people look for anyway, and if they have to dig for it, a lot of them just leave.

Show who they'll work with. One name and one sentence from a real colleague does more than three paragraphs about "a dynamic team." People don't join companies, they join people.

2. Belief "I can get this" ↑

This is the part almost nobody works on, and I think it's the biggest hidden leak in recruitment right now.

Here's the thing. A lot of good candidates read your list of 12 requirements, see they tick 8 of them, and decide it's not for them. Especially the people you actually want, the ones who are careful and honest about what they can do. The people who apply anyway are often just the most confident ones, not the best ones.

What to change:

Max 3 must-haves. Really go through your list and ask, would we actually reject someone who's great but doesn't have this? If the answer is no, it's a nice-to-have. Put those in a separate list, or just delete them. (The intake script for that conversation is here.)

Say it out loud. Literally write: "You don't need to tick every box. If this sounds like you, apply." It sounds small, but it gives people permission, and that's exactly what they need.

Explain the process upfront. How many steps, who they'll talk to, how long it takes. Uncertainty kills belief. When people know what's coming, applying feels like a smaller step.

3. Time to Apply ↓

Every minute you add to your application process, you lose people. And the problem is you never see them, because they're gone before they ever show up in your ATS.

What to change:

Under 5 minutes, from click to done. Test it yourself on your phone. Not on your laptop, on your phone, because that's where most people see your ad. Set a timer. If it takes longer than 5 minutes, something has to go. (Step by step: get your application under 5 minutes.)

No account, no login. Asking someone to create an account before they can apply is like asking for an ID at the entrance of a store. Just let them in.

Tell them when they'll hear back. "You'll hear from us within 48 hours." This is technically about time after applying, but it changes how people feel before they apply. If they expect three weeks of silence, they don't bother.

4. Effort & Risk ↓

Effort is the work it takes to apply. Risk is everything that could go wrong for them, like wasting time on an interview for a job that pays less than they make now.

What to change:

Drop the cover letter. I know, some people love them. But ask yourself when a cover letter last changed your decision. For most roles, it's just a wall that filters out busy people who would've been great.

CV optional, LinkedIn profile is enough. A lot of people don't have an updated CV lying around. If their LinkedIn is good enough to see if they're a fit, that's good enough to start a conversation.

Salary range upfront. Yes, this one is here twice, and that's on purpose. It's dream job and risk at the same time. Without a range, applying feels like a gamble. With a range, it's a decision.

Before and after

This one isn't from one specific company. It's a mix of the vacancies I see every single week, so you've probably seen this exact ad a hundred times.

Before:

Logistics Planner (m/f)

Are you a go-getter with a hands-on mentality? Do you thrive in a dynamic environment? Then we're looking for you!

As Logistics Planner you are responsible for planning and coordinating transport, optimizing routes and communicating with drivers and clients.

What we ask:

• Bachelor's degree in Logistics or similar
• At least 5 years of experience in transport planning
• Experience with TMS software
• Excellent communication skills in English, Dutch and German
• Stress-resistant
• Flexible and available for shifts
• Driver's license B
• Team player with a can-do attitude

What we offer: A competitive salary, good benefits and a young, fun team.

Interested? Create an account on our careers page and send us your CV and cover letter.

Run that through the equation. Dream job is close to zero, because there's no picture of the job at all. Belief is low, 8 requirements and the German alone will scare off half the good people. Time to apply is high because of the account. Effort is high because of the cover letter. And the risk is huge, because "competitive salary" tells you nothing.

After:

Logistics Planner · €3,600–€4,200/month · Rotterdam

You start at 8. Coffee, a quick look at the board, and you see two trucks are running behind. Before the client even notices, you've already rerouted them. That's the job. You keep 40 trucks moving, and when something goes wrong, you're the one who fixes it.

You'll work with Sanne, our lead planner. "The best part is you see the result of your work every single day. A good plan in the morning means a calm afternoon."

What you need:

• 2+ years of planning experience (transport, warehouse or production)
• You stay calm when three things go wrong at the same time
• Good English and Dutch

You don't need to tick every box. If this sounds like you, apply.

How it works: Apply in 2 minutes with your LinkedIn profile, no cover letter. You'll hear from us within 48 hours. Then one call with Sanne, and one visit to see the planning room. That's it.

Same job, same company, same pay. The only thing that changed is the math.

The prompt

This is the one I use to quickly score any job ad. Copy it, paste it into ChatGPT or Claude, and add the job ad at the bottom.

You are a recruitment marketing expert. Score the job ad below using
the Applicant Equation:

Applicant Value = (Dream Job × Belief "I can get this")
                  ÷ (Time to Apply × Effort & Risk)

For each of the 4 parts:
1. Give a score from 1 to 10
   (for Time to Apply and Effort & Risk, 10 means fast and easy,
   1 means slow and painful)
2. Explain in one sentence why
3. Quote the exact line from the ad that hurts the score most
4. Rewrite that line so it scores higher

Then:
- Tell me which part is the biggest leak and why
- Give me the 3 changes with the biggest impact, ordered by impact
- Rewrite the opening of the ad (title + first 3 lines) using
  those changes

Rules:
- Be direct and specific, no generic advice
- Never invent a salary, benefits or facts that aren't in the ad.
  If something is missing, say what's missing and use [placeholder]
- Keep the tone of the company, just make it clearer

Job ad:
[PASTE JOB AD HERE]

Try it on your own vacancies first. I'm pretty sure most of them will score lowest on belief, because that's the part nobody ever thinks about.

And if you want to go one level deeper, the Job Ad Scorecard breaks the same idea into 10 concrete checks you can score in a few minutes.

Frequently asked questions

What is the Applicant Equation?

It's the math every candidate does before applying, even if they'd never call it that: Applicant Value = (Dream Job × Belief "I can get this") ÷ (Time to Apply × Effort & Risk). The bigger the top and the smaller the bottom, the more your job feels worth applying for.

Which part of the equation do most job ads get wrong?

Belief. Companies put all their energy into making the job sound great, and then list 12 requirements. The careful, honest candidates you actually want see they tick 8 of them and don't apply. Cut your must-haves to three and literally say "You don't need to tick every box."

How long should applying for a job take?

Under 5 minutes from click to done, tested on a phone, because that's where most people see your ad. No account, no cover letter, and a LinkedIn profile instead of a CV is enough to start a conversation.

Can I use AI to score my job ad?

Yes. Copy the Applicant Equation prompt above into ChatGPT or Claude and paste your job ad at the bottom. It scores all four parts, quotes the line that hurts most, and rewrites the opening of your ad, without inventing facts that aren't there.