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AI exercises for product managers

91 exercises built around real tasks. Each takes about 5 minutes.

• Alert sales to a competitor's price change, facts onlyResearch and sources · Catching mistakes and made-up factsPremium
• Answer a transfer application's 90-day plan questionResumes, cover letters and applications · Keeping the AI to your sourcesPremium
• Ask an executive for a decision with two clear optionsEmails and messages · Giving the right contextPremium
• Ask the right questions before scoping a vague requestPlanning and scheduling · Giving the right contextPremium
• Brainstorm A/B tests that each change only one thingBrainstorming · Setting limits and rulesPremium
• Brainstorm launch-site taglines without buzzwordsBrainstorming · Setting limits and rulesPremium
• Build a launch checklist with owners and datesPlanning and scheduling · Asking for a format you can usePremium
• Build a persona snapshot only from what the research showsResearch and sources · Keeping the AI to your sourcesPremium
• Check a chatbot's market size answer against analyst notesFact-checking AI answers · Catching mistakes and made-up factsPremium
• Check a PRD summary against the research before reviewFeedback on your writing · Catching mistakes and made-up factsPremium
• Check subscription trial designs against the app store rulesResearch and sources · Keeping the AI to your sourcesPremium
• Check the metrics in your PRD against the analytics exportFact-checking AI answers · Catching mistakes and made-up factsPremium
• Check your PRD's user claims against the interview notesFact-checking AI answers · Catching mistakes and made-up factsPremium
• Compare cohort retention after removing a bulk importSpreadsheets and data · Giving the right contextPremium
• Compare two vendors' yearly cost with the math shownComparing options and deciding · Catching mistakes and made-up factsPremium
• Compute signup funnel step rates without test accountsSpreadsheets and data · Giving the right contextPremium
• Count support tickets into the top three themesSpreadsheets and data · Catching mistakes and made-up factsPremium
• Draft OKRs that measure outcomes, not tasksPlanning and scheduling · Setting limits and rulesPremium
• Explain beta program rules to sales reps in three linesExplaining things simply · Setting limits and rulesPremium
• Fill in a competitor feature check from dated notesResearch and sources · Keeping the AI to your sourcesPremium
• Get ranked feedback on an in-app announcement before it shipsFeedback on your writing · Catching mistakes and made-up factsPremium
• Give customer success a talk track for a delayed featureReplying to customers · Giving the right contextPremium
• Give design feedback sorted by must, should and niceFeedback on your writing · Asking for a format you can usePremium
• Give executives a roadmap status they can read in 30 secondsSummarizing · Saying who it's forPremium
• Invite customers to an advisory board sessionEmails and messages · Giving the right contextPremium
• Label churned accounts by their main reasonSpreadsheets and data · Asking for a format you can usePremium
• Make a go/no-go call that follows the launch criteriaComparing options and deciding · Catching mistakes and made-up factsPremium
• Normalize feature request counts by active usersSpreadsheets and data · Giving the right contextPremium
• Pick a user research tool with your team's weightsComparing options and deciding · Giving the right contextPremium
• Pick customer quotes for an exec deck, permission firstResearch and sources · Catching mistakes and made-up factsPremium
• Pin down a metric definition the analysts can useExplaining things simply · Asking for a format you can usePremium
• Plan a staged rollout with a hold rule and a holiday freezePlanning and scheduling · Setting limits and rulesPremium
• Plan an onboarding email schedule around shipped featuresEmails and messages · Keeping the AI to your sourcesPremium
• Pull only the blockers out of a long standupMeetings and notes · Setting limits and rulesPremium
• Pull user-interview insights with exact quotesResearch and sources · Keeping the AI to your sourcesPremium
• Rank five features with RICE scores you can checkSpreadsheets and data · Catching mistakes and made-up factsPremium
• Reply to a customer upset about a removed featureReplying to customers · Setting limits and rulesPremium
• Reply to a feature request without promising a dateReplying to customers · Keeping the AI to your sourcesPremium
• Report an A/B test result without the buggy first daysSpreadsheets and data · Giving the right contextPremium
• Report what shipped and what slipped after a sprintSummarizing · Catching mistakes and made-up factsPremium
• Rescore a feature backlog with RICE after a new estimateComparing options and deciding · Catching mistakes and made-up factsPremium
• Rewrite app messages so they help instead of blamePosts and content · Getting the tone rightPremium
• Rewrite biased survey questions so they're neutralResearch and sources · Setting limits and rulesPremium
• Say no to a sales VP's custom feature requestEmails and messages · Getting the tone rightPremium
• Separate decisions from open questions after a reviewMeetings and notes · Asking for a format you can usePremium
• Sequence a launch day so nothing goes out too earlyPlanning and scheduling · Setting limits and rulesPremium
• Share a roadmap teaser customers can't hold you toPosts and content · Saying who it's forPremium
• Shortlist feature names that pass the naming rulesBrainstorming · Setting limits and rulesPremium
• Size support ticket segments after removing spamSpreadsheets and data · Asking for a format you can usePremium
• Sort a roadmap review into what's decided and what's openMeetings and notes · Asking for a format you can usePremium
• Sort churn survey answers into reason categoriesSpreadsheets and data · Giving the right contextPremium
• Split a big epic into thin slices you can ship one by onePlanning and scheduling · Showing an example of what you wantPremium
• Squeeze a feature idea into a four-line one-pagerFeedback on your writing · Setting limits and rulesPremium
• Sum up a scope debate thread after the VP's final callSummarizing · Keeping the AI to your sourcesPremium
• Summarize an accessibility audit in three labeled linesSummarizing · Asking for a format you can usePremium
• Summarize user research findings for an exec with real countsSummarizing · Keeping the AI to your sourcesPremium
• Tally feature requests from support tickets, with ticket IDsResearch and sources · Keeping the AI to your sourcesPremium
• Tell engineers what stops and starts after a priority shiftEmails and messages · Saying who it's forPremium
• Tell sales and support about a delay without leaking detailsEmails and messages · Saying who it's forPremium
• Tell sales what they can sell now versus laterSummarizing · Saying who it's forPremium
• Triage six bugs using your team's priority rulesComparing options and deciding · Giving the right contextPremium
• Turn a feature request into user stories with criteriaPlanning and scheduling · Asking for a format you can usePremium
• Turn a long support thread into a clean bug reportSummarizing · Asking for a format you can usePremium
• Turn a rough launch retro into blameless action itemsMeetings and notes · Setting limits and rulesPremium
• Turn a usability study into three counted findings for execsResearch and sources · Keeping the AI to your sourcesPremium
• Turn an engineering changelog into customer release notesEmails and messages · Saying who it's forPremium
• Turn down a partner's integration request gracefullyEmails and messages · Getting the tone rightPremium
• Turn messy competitor notes into a fair snapshotResearch and sources · Catching mistakes and made-up factsPremium
• Turn shadowing notes into a persona's day timelineSpreadsheets and data · Keeping the AI to your sourcesPremium
• Write a how-it-works section that matches the real signup flowPosts and content · Keeping the AI to your sourcesPremium
• Write a landing page FAQ that admits what isn't readyPosts and content · Keeping the AI to your sourcesPremium
• Write a landing page hero that only promises what shipsPosts and content · Keeping the AI to your sourcesPremium
• Write a launch FAQ the sales team can trustExplaining things simply · Keeping the AI to your sourcesPremium
• Write a newsletter what's-new section with only shipped featuresEmails and messages · Keeping the AI to your sourcesPremium
• Write a PRD metrics section with one primary metricPlanning and scheduling · Asking for a format you can usePremium
• Write a PRD problem section from interview notesSummarizing · Keeping the AI to your sourcesPremium
• Write a public incident summary for the status pageReplying to customers · Saying who it's forPremium
• Write a staged rollout plan with go criteriaPlanning and scheduling · Asking for a format you can usePremium
• Write a support macro for a price changeReplying to customers · Keeping the AI to your sourcesPremium
• Write a weekly status report that uses the right status colorSummarizing · Asking for a format you can usePremium
• Write an A/B test readout that follows the decision ruleSpreadsheets and data · Keeping the AI to your sourcesPremium
• Write app store release notes users actually care aboutPosts and content · Saying who it's forPremium
• Write battlecard replies that only use verified claimsReplying to customers · Catching mistakes and made-up factsPremium
• Write interview questions that don't lead the customerResearch and sources · Setting limits and rulesPremium
• Write jobs-to-be-done statements from interview notesResearch and sources · Showing an example of what you wantPremium
• Write landing page benefit blocks backed by beta numbersPosts and content · Keeping the AI to your sourcesPremium
• Write release notes for IT admins, action items firstEmails and messages · Saying who it's forPremium
• Write the in-scope and out-of-scope lines for a PRDPlanning and scheduling · Keeping the AI to your sourcesPremium
• Write the top three open launch risks with ownersComparing options and deciding · Asking for a format you can usePremium
• Write unbiased survey questions to fill your persona gapsResearch and sources · Setting limits and rulesPremium
• Write weekly KPI commentary with the miss firstSpreadsheets and data · Asking for a format you can usePremium