How Freely checks jobs

Freely uses an evidence-first process to check jobs using available public and user-submitted information. It doesn't skim your screenshot and hand back an opinion — it tries to find the real listing, compare what different sources say about it, look into the employer, and then show you where every finding came from.

Here's what happens, step by step.

1. We identify the job

Whatever you send — a screenshot, a link, or pasted text — the first job is working out what this actually is: which employer, which role, which location. That identity is what everything else hangs off, so Freely says so plainly when it can't establish it rather than guessing.

2. We cross-check the listing

Freely then looks across the public sources available to it for the same job, and compares what they say about things like:

• compensation
• responsibilities
• qualifications
• location and work arrangement
• employment type
• benefits
• other meaningful details of the role

If one site can't be read — plenty of job pages block automated access, and some go offline the day after they're posted — Freely may look for a matching version of the same job elsewhere. It can't access every website, and where sources disagree, the disagreement itself is part of what you see.

3. We look into the company

Where enough public information exists, Freely also researches the employer, which can include:

• company background and what it does
• employee sentiment
• patterns in how the workplace is described
• stability signals
• recent, relevant company news
• compensation context for similar roles
• anything else a job seeker would reasonably want to know first

Employee reviews, forum threads and anonymous discussions are treated as opinion, not as established fact. They can be useful, they can be one angry week in someone's life, and Freely labels them accordingly instead of mixing them in with verified information.

4. We weigh the evidence

Not every source deserves the same trust. For factual details about the job itself — pay, title, location, employment type — the employer's own posting and official sources generally carry more weight than aggregators, reposts, or anonymous discussion. For what it's actually like to work somewhere, first-hand accounts matter more, with the caveat above.

Freely reconciles those sources field by field, so a salary confirmed by the employer isn't quietly overwritten by a number a third-party site invented.

5. We flag what stands out

Every check ends in one of six ratings:

• Strong Signals — the available evidence looks strong and no meaningful concerns stood out.
• Few Concerns — generally solid, with only minor things worth keeping in mind.
• Some Caution — a few findings deserve closer attention.
• Moderate Caution — meaningful concerns worth reviewing before you go further.
• High Caution — significant, well-supported concerns.
• Insufficient Evidence — not enough reliable information to evaluate the opportunity meaningfully.

6. Confidence is a separate thing

Alongside the rating you'll see High, Medium or Low Confidence. Confidence describes how complete and reliable the evidence behind the result is. It does not describe whether the job is good or bad.

Both of these are normal results: Strong Signals · Medium Confidence (looks good, but there wasn't much to go on) and Moderate Caution · High Confidence (the concerns are well documented).

7. Missing information isn't automatically bad news

If Freely can't retrieve or verify something, that does not count against the job. A page that wouldn't load, a company with a thin public record, or a search that came back empty lowers confidence — it does not become a criticism of the employer. Freely only describes something as a concern when there's actual evidence behind it.

8. Sources and evidence, in the open

Every result has a Sources & Evidence view listing where the important findings came from, and where a source couldn't be reached. It's there so you can check Freely's work rather than take an AI-generated conclusion on faith — and so you can tell us when it's wrong.

What Freely doesn't do

Freely doesn't tell you whether to apply. It surfaces information and signals; the decision, and the judgement about what matters to your career, stays with you. It also doesn't rank jobs by how new they are or how much a platform would like you to click.

Limitations, plainly

Freely's findings are informational and depend on the public and submitted information available at the time. Sources can be incomplete, outdated, conflicting or simply wrong, and Freely's analysis can make mistakes. Confirm anything important — pay, title, location, terms — directly with the employer before making career decisions or sharing sensitive information.