A content moderator work sample test built from your own cases
A reported post is borderline, the user is a long-standing member and the policy has an exception. This is a fictional illustration of the exercise Calavion would build with you.
Try CalavionWhat is a content moderator work sample test?
A content moderator work sample test is a short exercise in which an applicant handles a real case from your own work, and you read a record of what they did. Calavion builds the case with you from work your team has handled, such as a reported post that is borderline under the community policy. It does not score, rank or recommend applicants.
A content moderator assessment usually asks what an applicant would do and scores the answers against a key. This asks them to do it: they open the records, read the policy and the member’s history, then decide and write the moderation note, then decide. You read a Replay of what they did, and you decide.
People also search for this as a content moderator skills test, a content moderator job simulation or a work sample for content moderators. The terms overlap, but they measure different things: some check knowledge, some check what applicants say they would do, and some let applicants do practical work.
What this content moderator work sample test is, and is not
- Best suited to
- Moderation done in writing: reading a report, applying the policy to the post and the user’s history, deciding the action and writing the reason.
- What the applicant does
- Read a reported post, the user’s history, the community policy and the escalation rules, decide to keep, remove or escalate, and write the reason and the message to the user.
- What you see
- A Replay of what was available, what the applicant did and wrote, what changed and what stayed open.
- What Calavion does not do
- Connect to real platforms or user accounts, expose applicants to graphic or harmful content, assess wellbeing or resilience, score or rank applicants, or claim to predict job performance.
- What exists today
- Not built. No content moderator exercise has been built or run. One customer service exercise runs today, and Calavion would build a content moderator case with you from work your team has handled.
What does a real-work content moderator work sample test look like?
Example: a reported post that is borderline under the community policy
It is Friday evening. A member who has posted helpfully for four years writes a sharp reply telling another member they are “too stupid to use the product”. The other member has reported it. The community policy says insults aimed at a person are removed, but a first offence by an established member gets a warning and a private note rather than a ban. Borderline cases and any threat go to the lead. The text in the exercise is mild and invented. The applicant decides what to do with the post, the member and the report.
The steps the applicant would take in this illustrative example. Every record in it is invented.
The applicant would
Read the report, the post, the member’s history and the policy
Decide that the reply is an insult aimed at a person, so it is removed
Send the member a private note naming the rule and what is expected, without a ban
Write to the reporter that action was taken, without sharing the other member’s details
Leave a queue note with the decision, the rule and what to watch if it repeats
Each choice leaves the community in a different state: an established member banned on a first offence, an insult left up because the member is popular, a reporter who hears nothing. The employer would read the decisions, messages and action sequence in Replay.
This is an illustrative example. The platform, the members, the posts and every record are invented.
How does it differ from other ways to test content moderator candidates?
Employers combine several methods. This table shows what each one checks and where it stops.
| Type | What it checks | Strength | Limit |
|---|---|---|---|
| Knowledge test | Policy terms, platform features and typical violations | Quick to give and compare | Shows knowledge, not behaviour |
| Situational judgment test | Chosen answers to content moderation scenarios | Standard scenarios are easy to compare | Shows what applicants say they would do |
| Policy knowledge test | Rules and definitions | Easy to give and compare | Shows what the applicant knows, not how they judge a borderline post |
| Work sample | A task taken from the job | Job relevance depends on how well the task represents the role | Takes time to design |
| Structured interview | The same questions for every applicant | Consistent and easy to run | Asks about past or hypothetical situations; does not show work being done |
| Calavion real-work exercise | Your own handled moderation case in a controlled environment | Observable actions, messages and consequences | Not built for content moderation; written cases only; no scores or rankings |
For the full method comparison, read work samples, job simulations, take-homes and real-work hiring.
Content moderator work sample test: common questions
Short answers to what companies ask most often about assessing content moderators.
Is this a content moderator assessment test?
Not in the usual sense. A content moderator assessment test checks knowledge or stated judgment and scores the answers. A content moderator work sample test has the applicant handle a real case from your own work, and you read a Replay of what they did. Calavion produces no score, ranking or hiring decision.
What is a content moderator job simulation?
A content moderator job simulation is an exercise in which an applicant reviews a realistic reported post instead of answering questions about one. Calavion’s version would be built from a queue your own team reviewed, using mild invented text, so the policy and the escalation rules are yours.
Does Calavion score content moderator applicants?
No. Calavion does not produce scores, rankings or hiring decisions. Employers inspect the work and make the decision. For moderation, Replay shows the report, post and history the applicant opened, the rule they cited, the action they took and the messages they wrote, and you decide whether the step was in proportion.
Do content moderation work sample tests predict job performance?
No assessment guarantees performance, and Calavion does not claim to predict it. One reported post shows how an applicant handled that post. Consistency over a long queue and resilience are not tested by this exercise.
Does the exercise expose applicants to harmful content?
No. The posts in a Calavion exercise are invented and mild, and a company case would be built the same way. Calavion does not assess wellbeing or resilience, so any screening for exposure to harmful material needs its own, separate process.
What has Calavion run so far?
Calavion has run one exercise end to end: a customer service cancellation case, tested on the live system using fictional company data. A content moderation exercise would be built with you, from a moderation case your team has handled.
See the customer service work sample test, the compliance analyst work sample test, the help desk analyst work sample test, the call center work sample test, the fraud analyst work sample test, how Replay works, what real-work hiring is and all roles.
Further reading: Work sample vs skills test, How to choose real work for a hiring exercise and How to debrief a practical hiring task. Role family: Customer support and success roles. Also: What to say in public and what to move to private: judging a reply before you hire.
Build this exercise with us.
Bring one moderation case your team has handled. Launch access is free for our first three companies. Calavion prepares the exercise with you, by hand, and you approve it before any applicant sees it.