Making Your Case for a Raise With Data When You Have No Comp Data

You know you deserve more money. You've taken on more work, shipped more value, and quietly watched your responsibilities double while your paycheck didn't move. The problem is every piece of advice you find online says "use salary data" — but you don't have any that feels convincing, recent, or specific enough to your situation.

Here's the thing: you don't need a perfectly polished compensation report to negotiate well. What you need is a structured argument built from the evidence you can actually get your hands on.

• How to find credible proxy data when you have no direct comp numbers
• How to document your own impact in terms that matter to decision-makers
• How to frame the conversation so it doesn't feel like a complaint
• What to say if you're pushed back on or asked to wait
• How to avoid the most common negotiation mistakes

Why "I Deserve More" Never Works Alone

Feelings are not arguments — at least not in a salary conversation. Your manager may genuinely agree that you deserve more and still say no, because saying yes costs them political capital and budget they need to justify upward. Your job is to make it easy for them to say yes by giving them something to point at.

"I feel like I deserve more" lands as a personal problem. "Here is what I've delivered, here is what the market looks like, and here is the gap" lands as a business problem — one they now have an incentive to solve. The shift is subtle but it changes everything about how the conversation goes.

Step One: Build Your Internal Evidence File

Before you look outside the company for any data, mine what's already inside. This is the evidence that is hardest for a manager to dismiss, because it's about you specifically.

Track deliverables and their downstream value

List every project or initiative you've contributed to in the last 12 months. Next to each one, write a number — revenue generated, cost reduced, time saved, error rate dropped, tickets closed, pages shipped. Even rough figures work. A number you can explain beats a vague adjective every time.

If you can say "I automated the monthly reporting process and saved the analytics team roughly six hours a week" that is worth ten times more than "I improved team efficiency." Finance people and senior managers think in units of money and time. Translate your work into those units.

Collect written praise

Go back through your email, Slack history, and any performance review documents. Copy out every positive comment a stakeholder, client, or senior colleague made about your work. Screenshot them. Paste them into a document. You are not going to quote these verbatim in the meeting, but having them collected does two things: it reminds you concretely why you are worth more, and it gives you specific stories to reference if asked.

Map your scope creep

Compare your job description from the day you were hired (or from your last pay review) to what you actually do today. Scope creep is almost universal in growing teams, and most people never make it explicit. If you were hired as a junior data analyst and you are now running stakeholder presentations and mentoring two interns, that delta is real compensation justification. Write it down as a simple before/after comparison.

Step Two: Find Proxy Market Data

You may not have a neat salary survey that covers your exact role, city, and industry. That is fine. You can triangulate from multiple imperfect sources and present a credible range rather than a precise number.

Job postings are underrated

Search job boards — LinkedIn, Indeed, Glassdoor, Levels.fyi if you're in tech — for roles that match yours. Filter by your city or region. Many postings now include salary ranges, especially in jurisdictions where pay transparency laws apply. Collect six to ten postings. Note the low, mid, and high of each range. You now have a real market signal.

The important caveat: job posting salaries often reflect what companies are willing to pay a new hire, not a tenured employee. That can actually work in your favor — if the market rate for someone with your title and two years less experience than you have is already higher than what you earn, that gap is your opening.

Professional communities and anonymous surveys

Many industries have compensation surveys run by professional associations, trade groups, or communities. Developer communities in particular often share anonymous salary data in public spreadsheets or Discord servers. Check subreddits relevant to your field, GitHub salary threads, or any community Slack you belong to. These are not scientific, but they are directional — and direction is what you need.

Talk to recruiters (seriously)

You don't have to be actively job-hunting to have a 20-minute call with a recruiter who works in your space. Ask them what they are currently placing people like you for. Recruiters have real, live market data. They will tell you, because they want to build a relationship with you. You are not obligated to pursue any role they pitch. What you get from the conversation is a current, specific data point from someone whose job it is to know what your skills cost.

Step Three: Build the Number

Once you have your internal evidence and your market proxies, you need to arrive at a specific number — not a range you offer up front, but a specific number you lead with. Ranges in negotiation signal that you're unsure. A single number signals confidence and gives the other party something to respond to.

A reasonable target is the midpoint of your market research, adjusted upward by whatever your internal evidence supports. If you've taken on 40% more scope since your last review and you're at the bottom of the current market range for your title, asking for the midpoint is not aggressive — it's defensible.

Know your walk-away number too. This is private. It is the number below which you would seriously consider leaving. Having it clear in your own head keeps you from accepting something disappointing in the room just because the conversation felt tense.

Step Four: Frame the Conversation Correctly

The meeting itself is not a confrontation. It is a business conversation about aligning your compensation to your current contribution and market value. That framing matters because it keeps the emotional temperature low and positions both of you as solving the same problem.

Open with your intent directly: "I wanted to talk through my compensation. I've put together some context on my contributions over the past year and what the current market looks like for this role, and I'd like to discuss an adjustment." Short. Clear. No apology. No preamble about how much you love the company.

Then present your internal evidence first. Always lead with your impact before you lead with market data. Starting with "other companies pay more" sounds like a threat. Starting with "here is what I've delivered" sounds like a professional who knows their value.

After walking through your deliverables, present the market data as context, not as ultimatum: "Based on current postings for this role in our market and some conversations I've had, the range I'm seeing is X to Y. I'm currently at Z, and I think an adjustment to [your number] would reflect both what I've delivered and where the market sits."

Handling the Pushback

The most common responses you'll get are not flat rejections. They are delays and redirects. Know what to say before you're in the room.

"The budget is frozen right now"

This is often true and often a test of how serious you are. The right response is not to accept it and leave: "I understand. When would be the right time to revisit this? Can we set a date now so I can plan around it?" Get a specific date on the calendar, not a vague "we'll circle back."

"Let's revisit at your annual review"

If your annual review is more than three months away, this is a significant delay. You can accept it while anchoring the conversation: "That works. I want to make sure we both remember the context of this conversation, so I'll send a summary note after today. And I'd like to confirm we're targeting [your number] as the discussion point."

"We don't have comp data for your role"

This is your opening, not a dead end. You've done the research. Share it: "I've pulled together some market data that might be useful. Here's what I found." Offer to send the sources. You've just become more valuable in the conversation by solving their stated problem.

Common Mistakes That Sink Otherwise Strong Cases

Even with solid preparation, a few patterns reliably undermine salary negotiations.

• Apologizing for asking. Starting with "I'm sorry to bring this up" immediately signals that you think you're doing something wrong. You're not. Remove every apology from your script.
• Revealing your walk-away number. If you say "I'd have to look elsewhere if this doesn't change," you've issued an ultimatum. Keep that card entirely private unless you are genuinely prepared to act on it that day.
• Accepting vague timelines. "We'll look at it" is not a commitment. Always convert verbal promises into calendar entries.
• Asking for a range instead of a number. "Somewhere between X and Y" tells the other person which number to offer you.
• Padding too much. Asking for 40% more when you want 15% burns goodwill and credibility. Your ask should be defensible with the evidence you have, not aspirational.

What to Do If the Answer Is Still No

A genuine no — not a delay, but a clear "we cannot do this" — is information. It tells you either that your case wasn't compelling enough, that the company has a real constraint, or that there is no path for your compensation to grow here. All three outcomes require a response from you, even if that response is just a decision to reassess in six months.

Ask one clarifying question before you leave the conversation: "What would need to be true for this to change?" The answer will tell you whether there is a realistic path or not. If the answer is specific and achievable, you have a roadmap. If the answer is vague or keeps shifting, that's a signal worth taking seriously.

Wrapping Up

You have more leverage than you think, and you have more data than you think — it just isn't packaged yet. Here are the concrete next steps to take this week:

1. Open a document and list every significant deliverable from the past 12 months. Attach a number — time, money, or scale — to each one.
2. Spend 30 minutes on two or three job boards collecting current salary ranges for roles that match yours. Screenshot them.
3. Book a 20-minute call with one recruiter in your field, even if you're not looking. Ask what they're seeing for compensation.
4. Write your opening two sentences for the negotiation conversation. Practice saying them out loud until they feel neutral, not anxious.
5. Request a meeting with your manager this month. Don't wait for performance review season if it's more than eight weeks away.

The strongest salary negotiations are not won by the person with the most data — they're won by the person who shows up prepared, speaks clearly, and doesn't apologize for knowing their value.