Practical

How to use AI to prepare for a salary negotiation

By the Keep Your Head desk · About a 6-minute read

A 2025 survey of 1,000 full-time U.S. workers by Resume Genius found that 55% never negotiate their first salary offer at all. Not "negotiated and lost" — never asked. The two things usually missing are a number to anchor on and a script that doesn't sound like a demand. AI is genuinely useful for building both, as long as you don't let it hand you the number itself.

Why most people don't ask

It's rarely about not wanting more money. It's not knowing what "more" should be, and not having said the words out loud before saying them to someone who can revoke the offer. Both of those are things you can prepare for in private, which is exactly what AI is good at — rehearsal with no audience and no stakes, as many times as it takes.

Step 1: build your number from real sources, not the model's guess

Here's the part to get right first, because it undoes the whole exercise if you skip it: don't ask AI what the salary range is and take the number it gives you. It will answer confidently either way, and it has no live access to what your specific employer, city, and level actually pay this year. Salary figures are exactly the kind of load-bearing, specific-sounding detail covered in how to check if an AI answer is actually true — treat a number from a chatbot the same way you'd treat one from a stranger at a party.

Instead, pull real numbers from a source built for it — your country's official labor statistics, a site like Glassdoor or Levels.fyi for tech roles, or a recruiter in your field — and then use AI for the part it's actually good at: organizing what you found.

Here's what I found on [role, location, level] from
[sources]: [paste the numbers/ranges].

Help me turn this into one clear range with a target number
near the top third, and a one-sentence justification I could
say out loud without sounding like I'm reading a report.

The research has to be real. The organizing can be AI's job.

Step 2: draft the ask, then strip anything that sounds like AI wrote it

Give it the specifics and ask for a short, direct version — not a persuasive essay:

Draft a short negotiation message for a [role] offer.

Facts: offer is [$X], my target is [$Y], reason: [one real
reason — a competing offer, market data, scope of the role].

Rules:
- Under 100 words
- No "I hope this finds you well," no flattery, no hedging
  ("I was just wondering if maybe")
- State the number and the reason plainly, then stop

Then read it out loud once. If a phrase sounds like something you'd never actually say to a person, cut it — the same tell covered in writing a cover letter that doesn't sound like ChatGPT. A negotiation email in the default AI voice reads as a template, and templates are easy to say no to. Your own words, said plainly, are harder to.

Step 3: rehearse the actual conversation, not just the email

Most negotiations that happen out loud — a call, a video chat, a hallway conversation — aren't lost on the ask. They're lost on the counter, when the other side pushes back and you weren't ready for that specific reply. Use the same method that works for interview prep: make it play the other side, badly, on purpose.

Play a hiring manager responding to my salary counter. Be
realistic, not a pushover — use at least two of these:
"that's above our band," "we can revisit at your first
review," "the other candidates accepted our first number."

Rules:
- One objection at a time, then wait for my response
- Don't coach me or break character until I say "stop"
- After 4 rounds, tell me honestly which of my responses
  was weakest and why

Practicing the counter out loud, badly, in private, is the entire value here. By the time you hear "that's above our band" from an actual person, it's the second time you've heard it, not the first.

Where it will mislead you

It doesn't know your company's actual room to move. Budget flexibility, internal equity with teammates, and unwritten leveling rules are specific to your employer and often specific to that week. AI can help you ask about them; it can't tell you what they are.
It will make the higher number sound reasonable no matter what you tell it. Ask it to justify $15K more and it will, fluently, because that's the request. Fluent justification isn't the same as a justification a real hiring manager will accept — sanity-check your number against the real sources from Step 1, not against how convincing the AI-written paragraph sounds.
Keep the offer letter's specifics out unless you trust the tool's data handling. Exact comp figures, equity grants, and the hiring manager's name are the kind of detail worth a second thought before pasting — see what never to paste into AI for the 10-second version of that check.
It won't tell you when to just say yes. Not every offer has room, and over-negotiating a genuinely fair one costs goodwill for no gain. That judgment call is yours; the tool only helps you show up prepared for the one that does have room.

Keep your head

Get your number from real sources, get your script from AI, and get your nerve from rehearsing the pushback before a real person delivers it. The tool's job is the rehearsal. The number and the decision stay yours.

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