Free-text candidate assessments

A free text candidate assessment is the fastest way to see whether someone can actually do the job — not whether they can recognize the right multiple-choice answer. That matters now, because the resume and the cover letter are cheap to generate. A 40-minute written response to your stack, your workflow, and your edge cases is not.

If you are screening a software engineer req with 200 applicants, you do not have time to interview your way to signal. You need a filter that generic AI answers poorly, then a human to verify the people who pass.

The problem this solves

Multiple-choice tests broke first. They were already a weak proxy for job performance. Once candidates could paste the question into a chatbot, they stopped being a proxy at all.

What you want instead is an open-ended prompt the candidate has to answer in their own words, under time pressure, without leaving the page. Strong answers cite specific tools, tradeoffs, and things that went wrong. Weak-but-polished answers sound like a blog post.

Aptimal is built around that distinction. Assessments are free text, not multiple choice. You can use a custom template, a stock template, or — on Hiring Pros and above — generate a template for the role.

How a free-text candidate assessment runs in Aptimal

1. Create or pick a template on the Assessment templates page. Technical screening and culture fit are both first-class. Questions are scenario prompts with a written response, not A/B/C/D.
2. Attach the template to the job. When you drag a candidate into the assessment column on the Kanban hiring pipeline, Aptimal sends the invite.
3. The candidate gets a timed session. Default timing is set on the assessment. Paste is blocked in the answer field.
4. If they leave the tab, they get a warning. If they leave again, the assessment auto-submits with unanswered questions left blank.
5. Aptimal scores the free-text answers and writes a synopsis. That score feeds the hiring manager briefing when the candidate moves to interview.

You stay in control of the threshold. Candidates below your bar can be filtered before a recruiter reads them. Candidates above it show up ranked, with the assessment score sitting next to the resume Qualification Score.

What this looks like for a software engineer req

You are hiring a backend engineer on a team that actually runs C++, not "systems programming" as a vibe. The job post mentions C++, your service mesh, and on-call.

A weak screening question is "Rate your C++ proficiency, 1–10." Everyone types 8.

A useful free-text prompt is: "Walk through a production incident you owned involving C++ memory or concurrency. What did you measure, what did you change, and what did you leave alone?" A candidate who has done the work will name allocators, sanitizer output, or a specific race. A candidate who has not will produce a clean paragraph about 'root-causing with the team.'

You can add a second prompt that is stack-specific — your observability tools, your deploy process, the parts of the job a chatbot cannot infer from the public job description. That is the entire point of a free-text candidate assessment: force lived experience onto the page.

Culture-fit prompts work the same way. "Describe a time you disagreed with a hiring manager about a candidate" beats "Are you a team player?"

What it replaces

Old step	What usually happens	What Aptimal replaces it with
Resume keyword screen	Candidates optimize the PDF for the parser	Qualification Score plus a written assessment
Third-party multiple-choice test	Easy to game, weak job signal	Free-text scenarios you write or generate
Take-home that takes six hours	High drop-off, fairness complaints	Timed in-product session with integrity controls
Recruiter reads 200 applications	The good ones are buried	Auto-filter below threshold, rank the rest
Interviewer opens a blank calendar hold	They wing it	Briefing with assessment score and follow-up questions

You can still run a live interview. You should. The assessment is the pre-interview filter, not a substitute for talking to the person.

Which plan it is on

Free-text assessments themselves are part of the product on every plan, including Small Businesses at $65/mo. You can attach custom or stock templates and send invites from the pipeline.

AI assessment generation — Aptimal drafting a template for the role — starts on Hiring Pros at $129/mo, along with role-specific AI interview questions. Pipeline Power at $399/mo adds candidate-specific interview questions. See Aptimal pricing for seats and job limits.

Background checks are a separate gated feature on Hiring Pros and above. Assessments do not require Checkr.

Integrity controls (timer, paste disabled, tab-leave warning and auto-submit) apply to the candidate session regardless of how the template was created. They raise the cost of cheating. They do not eliminate a second device. If you need the honest version of that tradeoff, it belongs in a longer page; the short version is: write questions that require your stack, then verify claims in the interview.