AI skills test for product managers, on a real decision.

A good product manager with AI uses it to read everything, and still makes the call. They say no in writing, and the decision holds up when someone asks why.

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Try it free on 3 candidates.

Who the product manager AI skills test is for

Product managers
Growth product managers

People who decide what gets built in a software product, and why. They work with design and engineering, talk to customers, read the data, and write the decision down so the team can act on it.

LevelJunior to staff

Hiring a technical or platform product manager, or for product operations?Bring your own task

An example AI skills task for product managers

One of our product tasks. Your dashboard has the rest, and you can bring your own.

The brief

Decide an onboarding release

New users drop off during onboarding. Decide what goes into the next release, and what does not, and write it up for the team.

You have 15 customer interviews, the funnel data, a feature request from sales and a compliance rule. They do not all point the same way.

Then make the same decision for your enterprise customers.

Files

15 interview notes
Funnel data for the last quarter
A request from sales
A compliance rule

Time

Deadline Fri 24 Oct

Work in

ChatGPT
Claude Cowork

Where AI goes wrongEvery task has a few spots where AI typically gets it wrong. That’s how you see who checks the work.
The part that repeatsAfter the first decision, they make the same one for enterprise customers. You see whether they reuse what they built the first time, or start again by hand.
TimeYou set it: a deadline, a time limit, or both. We recommend a deadline and no time limit, so they work the way they would in the job.
Where they workChatGPT or Claude Cowork, on their own computer or in the browser.
All tasks

The AI skills we look for in product managers

Understand Reads the interviews and the funnel before asking for a plan, and ranks the problems first.
Brief Gives the AI all four inputs and says which rule cannot move.
Check Tests each choice against the funnel and the interviews before accepting it.
Correct Says which part of the plan is wrong and why.
Sign off A short decision others can follow, including what is not in the release and why.
Reuse Makes the enterprise decision the same way, without starting over.

Plus the skills for the job Read from the same task.

Prioritising with evidence
Saying no in writing
A decision others can follow

What you get for each product candidate

Jordan ChenProduct manager · Task: Decide an onboarding release · Claude Cowork · 3 h 05 min

Checked by Lemonsignal

72%Good match, one open question

Ranked the problems before asking for a plan.
Cut the AI’s plan down to two changes, with reasons.
Said no to sales in writing.

Understand Strong Ranked the problems by drop-off before asking for a plan. Turn 2
Brief Solid Gave it all four inputs and the rule that cannot move. Turn 4
Check Solid Tested each change against the funnel. Turn 11
Correct Solid Said what was wrong with the AI’s plan, and asked for two changes only. Turn 12
Sign off Strong Two changes, and a no to sales in writing, with the reason.
Reuse Partial Started the enterprise decision from scratch, and the ranking drifted. Turns 20 to 31

Skills for the job

Prioritising with evidenceAbove the bar
Saying no in writingAbove the bar
A decision others can followAt the bar

How we score AI skills in product job ads, 2026

Questions about testing product managers’ AI skills

Does the task need product tools like Jira or Linear?

No. Everything they need is in the files. If they like to plan in Jira or Linear, they can use them too. We read their conversation with the AI and what they hand in.

Is there one right answer for a product decision?

There is a right answer on the facts, and the scoring sheet says which choices the evidence supports. Beyond that, your team judges how well the decision is argued when they watch the session.

Can we use our own product data?

Yes. Bring your own task and we set it up with you, with the places where AI tends to go wrong and the scoring sheet.

30 Interview questions to see who’s good with AIStart with the product questions, with what a good answer sounds like.

Test how well product managers use AI.

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Try it free on 3 candidates.