Knowing what a role actually pays, before you name a number, can be the difference between leaving money on the table and walking away with a fair offer. Salary data changes, and a figure from two years ago may not reflect what companies are paying right now.
Why Salary Research Is Harder Than It Looks
Most people check one salary site, see a wide range, and hope for the best. The problem is that most public salary data is crowdsourced and can be months or even years out of date. Pay also shifts fast. A tech hiring freeze can push salaries down. A shortage of nurses or data analysts can push them up overnight.
Checking once is not enough. You need a read on where salaries are heading, not just where they were.
What You Actually Need to Know Before Negotiating
Before any salary conversation, try to find out:
- The current going rate for your exact role and level (not just the job title).
- Your city or region, because pay in Austin and pay in New York for the same job can differ by 30% or more.
- The direction of the market. Are companies raising base pay to compete? Are budgets tightening?
- What perks are being added or cut. Sometimes base pay stays flat but signing bonuses or equity are changing.
- What a specific company is known to pay. Some companies consistently underpay. Others overpay to attract talent.
That is a lot to track manually. Visiting Glassdoor, Levels.fyi, LinkedIn Salary, and industry forums every week takes real time.
A Smarter Way: Let the Research Come to You
You can set up a scheduled search on AIDular to watch salary trends for you. AIDular is an AI research assistant. You tell it what to track in plain English, pick how often you want updates (daily, weekly, or monthly), and it searches the web and emails you a clean report with sources.
For salary research, a weekly report works well. The market does not shift overnight, but a month is too long to go without checking.
Copy-Paste AIDular Prompt
Here is a prompt you can use directly:
Track weekly salary trends for mid-level UX designers in Chicago. Include any recent reports, news, or forum discussions about pay changes, hiring demand, signing bonuses, or budget cuts in tech and agency roles. Flag anything that has changed in the past 7 days.
Swap in your own role, level, and city. If you are switching careers, add something like: "Also include entry-level salaries and what skills are being rewarded with higher pay."
You will get a short, sourced summary in your inbox each week without visiting a single job board.
How to Use the Data in a Real Negotiation
Once you have a few weeks of reports, you are not guessing anymore. You can say things like:
- "Based on current market data, this role is paying between X and Y in this city."
- "I saw that demand for this skill has gone up recently, which is reflected in offers I've been tracking."
- "I noticed a few companies have added equity to stay competitive, so I'd like to discuss that too."
That kind of specific, current knowledge shifts the whole tone of a negotiation. You sound prepared, not demanding.
One More Thing Worth Tracking
If you are interviewing at a specific company, it helps to watch their recent news too. Funding rounds, layoffs, or a new product launch all affect what they can and will pay. A company that just raised a Series B is in a very different position than one that just cut 10% of its workforce.
You can set up a separate AIDular alert for that company alongside your salary tracker.
Salary data is out there. The hard part is keeping up with it. Give AIDular a try for free and set up your first salary trend report this week. It takes about two minutes to set up and the Lite plan costs nothing.