Most people answer "what's my market value?" by averaging three numbers from three salary sites and calling it a day. That number is wrong before you finish typing it.
Market value is not a single figure. It is a defensible range, anchored to a specific role, in a specific metro, against a specific company, on a specific day. Anything less is a guess dressed up as data.
What market value actually is
Strip the word "market" of its mystique. Market value is the price at which a specific employer will sign a specific candidate to a specific scope of work — today. Not last quarter. Not the national average. Today.
That definition has four parts, and most people get at least two of them wrong:
- A specific role — not "software engineer," but "backend engineer, P4 level, payments domain, 5 years of experience, distributed systems."
- A specific metro — Seattle pays differently than Austin pays differently than remote-from-Boise, even when the title is identical.
- A specific employer — a Series B at 200 employees, a public mega-cap, and a profitable bootstrapped 40-person shop all price the same role differently because their constraints differ.
- A specific date — wages moved 0.7% in a single quarter at last read.¹
Miss any of the four, and the number you hold up is fiction. Useful fiction, maybe. But not something you can defend across a table.
Why the easy answers are wrong
Open Glassdoor. Type your title. You get a number. The number is wrong, and here is why.
The "average" is averaging the wrong people. A national average for "Product Manager" includes a 22-year-old at a logistics startup in Tulsa and a 12-year veteran at Stripe in San Francisco. Their market values differ by a factor of three. The average tells you nothing about either of them.
The data is stale. The Bureau of Labor Statistics OEWS dataset is the most authoritative wage source in the country, and its current release is May 2025 data published in 2026.² That is a one-year lag in a market where the Employment Cost Index moved 0.7% in a single quarter.¹ If your comp benchmark is even six months old, you are negotiating with last year's number.
The self-reported data is selection-biased. People who report salaries to crowd-sourced sites skew toward two camps: those who just got a great offer and want to brag, and those who feel underpaid and want validation. The middle of the distribution — the boring, accurate paychecks — under-reports. The bell curve you see is not the bell curve that exists.
Posted ranges are not your range. Colorado-style pay transparency laws moved posted salaries up about 3.6% on average.⁵ But Cornell research published this March showed something uncomfortable: wide posted ranges can actually suppress negotiation, especially for women, because the low end of the range anchors expectations downward.⁴ The number on the job post is the employer's opening move. It is not your market value.
The four inputs you actually need
If you want a defensible market value — the kind you can say out loud on a call without flinching — you need four data layers stacked on top of each other.
1. The floor: government wage data
Start with the BLS OEWS dataset.² It covers roughly 830 occupations by metro and industry. It is rigorous, government-collected, and lagged. Treat it as the floor — the conservative read on what your role pays in your metro at the median. If you cannot beat the BLS median for your geo and occupation, something is wrong with how you are framing the role or how you are framing yourself.
2. The velocity: how fast comp is moving right now
The Employment Cost Index tells you whether wages in your sector are climbing, flat, or compressing.¹ At a 0.7% quarter-over-quarter pace, you are looking at roughly 2.8% annualized — but that is the civilian average. Tech, sales, and specialized engineering roles can run double that velocity during expansion phases, and they can compress fast during contraction. Without velocity, you do not know whether your data is appreciating or evaporating in your hands.
3. The ladder: practitioner data at your level
Practitioner-sourced datasets — RepVue for sales, Levels.fyi for tech, real comp aggregators for specific role families — fill in what BLS averages flatten. A sales rep's market value at $80K base / $160K OTE looks nothing like the BLS "Sales Representatives" line item, because the practitioner data carries quota attainment, on-target earnings, equity, and accelerator structure.³ Your market value is a structure, not a salary.
4. The counterparty: what THIS company pays for THIS role
This is the layer most people skip, and it is the one that determines the actual number on your offer letter. A company's funding stage, hiring temperature, recent headcount moves, layoff signals, and revenue posture set the band they will pay inside of. A Series B that just raised $80M pays differently than a Series B that is nine months from running out of runway, even when the title and metro are identical. Pull the company brief before the call so the number you ask for matches the company across the table.
Four layers. Floor, velocity, ladder, counterparty. Anything less and you are guessing.
How to prove your market value with receipts
Knowing your market value and proving it are different skills. Most people stop at knowing. The negotiation is won at proving.
Receipts beat ranges. When you say "the market for this role in this metro is $185K–$215K base," do not stop there. Cite the source. Cite the date. Cite the comparable. "Per BLS OEWS May 2025, the 75th percentile for [occupation code] in [metro] is $X. Per [practitioner dataset], the median for senior IC in this domain is $Y. Three peers in similar roles at comparable companies are at $Z." The other side cannot dismiss what they cannot dispute.
Anchor to outcomes, not to title. Your market value is what you produce, not what your business card says. If you closed $4.2M of pipeline last year, that is the receipt. If you migrated a service that saved $600K in cloud spend, that is the receipt. The Case Files inside Grade exist for this reason — wins, metrics, callouts, logged in seconds, retrieved in one tap. The person who walks in with three specific outcomes wins the room over the person who walks in with three years of generic experience.
Make the number sound inevitable, not aspirational. "I'd like to be at $210K" is a wish. "Based on market data for this role, the comparable comp at peer companies, and the scope you've described, $210K is where this lands" is a conclusion. Same number. Different room.
The honest part: what the data says about negotiating right now
Two uncomfortable facts about 2026:
The job-switching premium has collapsed. ADP data shows job-switchers earning 6.4% annualized growth versus 4.5% for stayers — the smallest gap since 2020.⁴ The conventional wisdom that you can only reset to market by changing employers has weakened. Internal negotiation is now closer in value to external negotiation than it has been in five years. That is good news if you like your job. It is also a warning: do not torch a strong position assuming the next offer will automatically be 25% higher. It probably will not.
Most people leave the money on the table. 55% of U.S. job candidates did not attempt to negotiate their last offer. Those who did averaged 18.83% increases.⁶ Pew's broader research is even more stark: 66% of people who negotiate their starting salary succeed — but only 30% even ask.⁷ The single biggest lever on your lifetime earnings is not job-hopping, credentialing, or skill stacking. It is asking. Once. Properly. With receipts.
The math on that is brutal. A 15% bump on a $150K base is $22,500 in year one. Compounded across a 30-year career with the same percentage delta carried forward, that one negotiation is worth more than $1M in lifetime earnings. The five-minute conversation you avoided cost you a house.
What to do before you state a number
A defensible market value takes one afternoon to build. Here is the sequence:
Pull the floor. Find the BLS OEWS line item for your occupation in your metro. Note the 50th, 75th, and 90th percentile. That is your floor.
Add the velocity. Apply the latest ECI quarterly print to bring the OEWS number forward to today. If the data is 12 months old and wages moved 3% annualized, your floor is 3% higher than what BLS prints.
Layer the ladder. Find a practitioner dataset for your role family. Note what the 75th percentile looks like at your level. This is where most of your upside lives.
Read the counterparty. Funding stage. Hiring posture. Recent news. Layoff signals. The company's reality sets the band they will pay inside of, not the band the market technically supports.
Stack your receipts. Three specific outcomes, with numbers, that justify where you sit in the band.
If that sounds like a lot of work, it is. It is also why most people skip it and then accept the first number offered. Do not be most people.
Where AMMO fits
Before the call, you need five things in your pocket:
- Score — where you stand against the market, 0 to 100, in your role and metro.
- Intel — paste the offer, get the grade and the counter.
- Scout — resume in, four search strategies out, each with comp ranges.
- War Room — three questions in, a negotiation script out, including the counter-objection bank.
- Case Files — your wins, metrics, and callouts, logged in seconds, retrieved in one tap.
AMMO has all of them. The data underneath is 1M+ comp data points across 529 role families and 50 metros, refreshed monthly. The methodology is public.² You can read exactly how the floor, velocity, ladder, and counterparty layers stack — see the methodology page — and decide for yourself whether the number is defensible.
That is the difference between "what's my market value" and "here is what I am worth, backed by data, with receipts, anchored to the company across the table."
The move
Stop averaging salary sites. The data is wrong, the methodology is loose, and the number you walk in with will be the number you walk out with — minus 5%, because the employer always trims.
Grade your offer free. Verdict in 60 seconds. Then compare two offers side-by-side if you have a competing one, and pull the company brief before the call.
Come to the table loaded.
¹ U.S. Bureau of Labor Statistics, Employment Cost Index, March 2026. https://www.bls.gov/news.release/pdf/eci.pdf ² U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), May 2025 data. https://www.bls.gov/oes/ ³ RepVue, Sales Salary Guide 2026. https://www.repvue.com/blog/sales-salary-guide ⁴ ADP Research Pay Insights, reported by Axios, February 2026. https://www.axios.com/2026/02/18/jobs-hopping-switching ⁵ University of California San Diego, USC, and Lightcast research, cited in The Interview Guys. https://blog.theinterviewguys.com/we-reviewed-every-salary-negotiation-study/ ⁶ The Interview Guys, We Reviewed Every Salary Negotiation Study, citing Pew Research Center. https://blog.theinterviewguys.com/we-reviewed-every-salary-negotiation-study/ ⁷ Pew Research Center, "How Today's Workers Feel About Their Job Prospects and the State of the U.S. Economy", April 2023, n=5,775. https://www.pewresearch.org/social-trends/2023/04/13/how-todays-workers-feel-about-their-job-prospects-and-the-state-of-the-u-s-economy/