How to assess · For hiring teams

How to Assess Content Writing Skills When Hiring

The test formats that actually work for Content Writing, what a strong answer looks like, sample questions and a scoring rubric you can use as-is.

The short answer

Assess Content Writing with a task, not a conversation: timed writing prompt / work sample, editing / revision exercise, portfolio review with provenance probing or ai-scored writing assessment (cohesyve). Score it against written criteria you fix before you see any submissions, and weight the criteria that the role actually depends on.

Grasps the brief, audience, and goal before writing a word
Structures the piece so the main point lands early and the flow is logical
Adapts tone and register to the audience and the brand
Writes clearly and concisely, cutting filler and jargon

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Content writing blends clear thinking, audience awareness, and craft: the best writers structure an argument, adapt voice to the reader, and turn a vague brief into something useful and on-brand. Portfolios and resumes are a weak guide on their own, because a polished sample may have been heavily edited, ghostwritten, or, increasingly, AI-generated with little judgment behind it. For hiring teams, the goal is to see how a candidate writes to a real brief, on the clock, with your audience and constraints in mind. This guide covers how to assess content writing when hiring beyond a curated portfolio.

Why Content Writing is worth testing

A portfolio shows the candidate at their most polished and edited, not how they think or write to a live brief. Content roles also now require judgment about when and how to use AI, which a static sample hides. A timed, job-relevant writing exercise reveals structure, audience awareness, editing skill, and voice control, giving a far more reliable and comparable signal than a portfolio plus a good interview.

What strong Content Writing looks like

Grasps the brief, audience, and goal before writing a word
Structures the piece so the main point lands early and the flow is logical
Adapts tone and register to the audience and the brand
Writes clearly and concisely, cutting filler and jargon
Self-edits, catching their own errors and tightening their own draft
Backs claims appropriately and gets the facts right
Uses AI as a tool with judgment rather than pasting unreviewed output

Ways to assess Content Writing

Timed writing prompt / work sample

Give candidates a realistic brief, audience, goal, key points, word count, and a fixed window to produce a piece, ideally on a topic close to the actual content they would create.

Pros

Directly job-relevant; shows real, unedited writing to a brief and is hard to fake.

Cons

Time pressure can disadvantage strong-but-slow writers; needs a clear rubric to score consistently.

Best for Almost every content hire, as the core of the process.

Editing / revision exercise

Provide a flawed or rough draft and ask the candidate to improve it, tightening structure, fixing errors, and sharpening the message.

Pros

Reveals editing judgment and the ability to improve existing copy, a core day-to-day skill often missed by writing-from-scratch tests.

Cons

Does not show originating ideas or structuring a blank page; best paired with a writing prompt.

Best for Editor, content-strategist, and senior writer roles.

Portfolio review with provenance probing

Review existing work but ask pointed questions: what was the brief, what did they change after feedback, what would they do differently, and how much was AI-assisted.

Pros

Shows range and real published outcomes; the probing surfaces how much of the quality was actually theirs.

Cons

Samples may be ghostwritten, heavily edited, or AI-generated; on its own it is the weakest signal.

Best for Context and range, always alongside a live exercise.

AI-scored writing assessment (Cohesyve)

Cohesyve generates a unique, job-relevant writing brief per candidate from the job description and AI-scores the response for structure, clarity, audience fit, and correctness, delivered async and consistently graded.

Pros

Unique prompts per candidate resist reused or pre-written submissions; consistent rubric scoring at scale; bias-monitored; supports 100+ languages.

Cons

Final voice-and-taste judgment still benefits from a human read for senior or brand-critical roles; quality depends on a clear, representative brief.

Best for Screening volume content applicants with a cheat-resistant, comparable writing sample.

Cohesyve

Run a Content Writing assessment on your next opening

Cohesyve generates a unique Content Writing task per candidate from your job description, with the scoring rubric attached. Questions are different for every applicant, so they cannot be shared or looked up.

Try it free →Book a 30-min demo

What to test

Brief interpretation and audience awareness

Understanding the goal, reader, and constraints before writing.

Rewrite the same message for two different audiencesIdentify the single most important takeaway a brief should landFlag what is missing or ambiguous in a thin brief

Structure and clarity

Organising ideas so the piece is easy to follow and the point lands.

Outline a piece before drafting itCut a 600-word draft to 300 without losing the core messageWrite a headline and opening that make the value clear immediately

Voice, tone, and brand fit

Adapting register and personality to the audience and brand.

Match a short sample to a provided brand-voice guideRewrite a stiff paragraph in a warmer, more human toneAdjust a piece from formal B2B to casual consumer voice

Editing, accuracy, and AI judgment

Self-editing, getting facts right, and using AI sensibly.

Edit a flawed draft for clarity, grammar, and structureFact-check and correct an over-claimed statementExplain where they would and would not use AI on a content task

Sample Content Writing questions

Write a 150-word product announcement for a new feature aimed at busy small-business owners. Brief and key points provided.

Entry

Look for Leads with the benefit not the feature, fits the audience, stays within the word count, and reads cleanly. Filler, jargon, or burying the point are warning signs.

Here is a rambling 500-word draft. Cut it to 250 words and tell me what you removed and why.

Mid

Look for Preserves the core message while removing filler, and can articulate the editing logic. Strong candidates improve flow, not just length.

Rewrite this paragraph to match the attached brand-voice guide.

Mid

Look for Genuinely adopts the specified register and personality rather than just swapping a few words; shows they can write in a voice that is not their own.

This blog intro is technically correct but boring. Make a reader want to keep going, without overselling.

Mid

Look for A more engaging hook that respects accuracy and avoids clickbait; balances craft with credibility.

How do you decide what to write about, and how do you know a piece succeeded after it ships?

Senior

Look for Connects content to audience needs and business goals, and names real success measures such as engagement, conversions, or rankings rather than just word count.

Where do you use AI in your writing process, and where do you deliberately not?

Senior

Look for Thoughtful, honest judgment: AI for ideation or drafting with heavy human editing, fact-checking, and voice control, not unreviewed copy-paste. Either blanket rejection or blind reliance is a concern.

A stakeholder insists on a headline you think is misleading. How do you handle it?

Senior

Look for Defends accuracy and reader trust, offers an alternative that meets the stakeholder goal honestly, and shows backbone without being combative.

Red flags

Portfolio is polished but the timed sample is markedly weaker
Ignores the brief, audience, or word count
Buries the main point or pads with filler and jargon
Cannot self-edit, with obvious errors left in a final submission
Submits unreviewed AI output with hallucinated facts or generic voice
One fixed voice, unable to adapt tone to audience or brand
Defensive about feedback or unwilling to revise

Scoring rubric

Criterion	Weight	What strong looks like
Brief and audience fit	25%	Hits the goal, reader, and constraints; the right message for the right audience.
Structure and clarity	30%	Logical flow, the point lands early, concise and easy to read with no filler.
Voice, tone, and brand fit	20%	Adapts register convincingly to the audience and brand rather than one default voice.
Accuracy, editing, and AI judgment	25%	Clean, error-free, factually sound copy with evidence of sensible self-editing and AI use.

Mistakes hiring teams make

Hiring on portfolio alone without a timed, job-relevant writing sample
Judging on grammar and polish while ignoring structure and audience fit
Giving a vague prompt with no brief, audience, or success criteria, then grading inconsistently
Penalising sensible AI use instead of assessing the judgment behind it
Letting subjective taste stand in for a shared rubric, inviting bias
Testing generic writing when the role needs a specific format such as SEO or technical content

Roles that need Content Writing

Content WriterCopywriterContent MarketerTechnical WriterSEO Content SpecialistEditorSocial Media ManagerCommunications Specialist

Common questions

Is a portfolio enough to assess a content writer?

Rarely. A portfolio shows curated, often heavily edited or ghostwritten work, not how the candidate writes to a live brief under real constraints. Pair portfolio review with a timed, job-relevant writing exercise and probing questions about each sample. The live sample is what reveals genuine, current ability and is the more reliable signal.

How do we test writing when candidates can just use AI?

Do not ban it, assess the judgment around it. Use a unique, job-relevant brief, ask candidates to explain their process, and score for structure, audience fit, accuracy, and voice rather than surface polish. Cohesyve generates a different brief per candidate, so generic or pre-written AI submissions stand out against a tailored, scored sample.

How does Cohesyve assess content writing?

Paste the job description and Cohesyve generates a unique, job-relevant writing brief per candidate, delivered async, then AI-scores the response for structure, clarity, audience fit, and correctness against a consistent rubric. Because every candidate gets a different brief, submissions cannot be reused, and the scoring is bias-monitored and works in 100+ languages.

How do we keep writing assessment fair and consistent?

Give every candidate the same clear brief with a defined audience and success criteria, and score against a shared written rubric rather than personal taste, which is where bias creeps in. A structured, job-relevant exercise scored consistently reduces subjectivity compared with eyeballing portfolios and gut-feel reactions to style.

Cohesyve · Skill assessments for hiring

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