Most job seekers spend five minutes reading a job post and then hit apply. The ones who get callbacks usually did something different first.
Researching a role before you apply means going beyond the bullet points in the listing. You want to understand what the job is actually like, what the market is paying, and whether this is a role worth your time.
Why the Job Post Alone Is Not Enough
Job posts are written by HR teams and hiring managers who are trying to attract applicants. They are marketing, not documentation. A "dynamic team player" could mean anything. "Competitive salary" tells you nothing.
Here is what the post usually leaves out:
- What the day-to-day work actually looks like
- Whether the team has high turnover
- What the real salary range is in your city
- Whether the company is actively growing or quietly shrinking
- What skills the last person in this role had
You can find most of this with a bit of targeted research.
What to Actually Look Into
1. The Role Itself, Not Just the Title
The same job title means very different things at different companies. "Product Manager" at a 10-person startup is nothing like the same title at a large bank.
Search for people currently in that role at that company on LinkedIn. Look at their backgrounds. What did they do before? How long have they stayed? If three people held the role in two years, that is a signal worth knowing.
2. What the Market Is Actually Paying
Salary sites like Glassdoor, Levels.fyi, and LinkedIn Salary give you real numbers by role, city, and experience level. Check a few sources, not just one. Salaries shift over the year too, especially in tech and healthcare.
If you are switching careers into a new field, the gap between what you expect and what the market pays can be surprising in both directions.
3. What Is Being Said About the Role Online
Forums like Reddit, Blind, and industry-specific communities often have honest threads about what certain roles are really like. Search "software tester [company name] experience" or "what is it like to work as a UX researcher" and you will find real takes from people who have been there.
4. Hiring Patterns for This Kind of Role
Is this role usually filled quickly or does it sit open for months? Are companies in this sector hiring more of these roles right now, or less? This helps you know how much leverage you have and how fast to move.
This is where automated research saves you a lot of time.
An AIDular Prompt You Can Copy and Use
If you want to track fresh information about a specific role without checking four websites every day, you can set up a scheduled report. Here is a prompt you can paste directly into AIDular:
"Every week, search for: recent Reddit threads or forum discussions about what it's really like to work as a data analyst at a mid-sized company. Also include any salary survey updates or job market reports for data analyst roles in the UK published in the last 7 days. Summarise the key points."
Swap in your role, location, and seniority level. AIDular will search the web on a schedule and email you a sourced summary. You stay informed without spending an hour on it yourself.
Put It Together Before You Apply
Before you send your application, you should be able to answer:
- What does this role look like day-to-day, based on what people in it say?
- What is the realistic salary range for my experience and location?
- Is this company hiring more people into this role, or is the team shrinking?
- What do I need to adjust in my CV or cover letter to match what they actually care about?
This takes maybe 30 to 45 minutes per role. It sounds like a lot, but it means you apply to fewer jobs and get more responses. Quality over volume works.
You can try AIDular free at aidular.com. Set up a weekly brief for any role or market you are tracking and it lands in your inbox without any extra effort from you.