The Library
Browse every prompt
Filter by platform, role, function or prompt type. Save the ones you want, copy them straight into your favourite AI tool.
AI platformAll platforms
Job roleAll roles
FunctionAll functions
Prompt typeAll types
Your AI Researcher
A deployable AI agent that designs studies, synthesises interviews, and ships insights into product decisions. Configure once, run per study.
Convert messy notes in Word into a formal report
Copilot turns messy Word notes into a formal report — exec summary, findings with citations, ranked recommendations, and the leftover notes kept at the end as backup.
Build a 'research as a habit' practice
Builds an individual practice of weekly research habits for any role.
Build a 'how to write a research email request' template
Drafts a template for emailing potential research participants for interviews or surveys.
Workflow: customer interview scheduling automator
Automates the recruit + schedule + reminder workflow for customer interviews.
Workflow: weekly product analytics review
Reviews weekly product analytics + recommends product changes.
Build a 'research vs product feedback' triage
Distinguishes research-worthy questions from feature requests that should just go to the backlog.
Build a 'customer interview to insight' workflow
Streamlines the workflow from raw interview to shippable insight.
Build a 'research roadmap' for a quarter
Plans a research roadmap for a quarter — which studies, when, and why.
Design an A/B test
Designs an A/B test with hypothesis, variants, primary metric, and decision rules.
Build a research transcription + analysis workflow
Sets up a workflow for transcribing + analysing research interview recordings.
Run a longitudinal customer study
Designs a longitudinal study tracking the same customers over time.
Run a customer journey mapping workshop
Designs a customer journey mapping workshop with stakeholders.
Workflow: customer interview transcription + tagging
Processes customer interview recordings into searchable, tagged repository entries.
Workflow: weekly customer interview synthesis
Synthesises the week's customer interviews into a single team-facing insights post.
Run a usability test session
Drafts a usability test script that surfaces real friction without leading participants.
Build an MVP research plan
Plans the minimum viable research before launching an MVP.
Run a heuristic evaluation
Performs a Nielsen 10-heuristic evaluation of an interface with severity ratings.
Build an LTV prediction model
Designs a customer LTV prediction model with features and validation.
Run a survival analysis
Plans a survival analysis for time-to-event data like churn or upgrade time.
Run causal inference (diff-in-diff)
Plans a difference-in-differences analysis to test the causal effect of an intervention.
Build a research insights newsletter
Drafts a weekly research insights newsletter for the team.
Build a privacy-friendly analytics setup
Sets up analytics that respects privacy + reduces consent fatigue.
Build a source credibility evaluation
Evaluates the credibility of a source (article, study, expert) for use in research.
Build a literature search strategy
Designs a literature search strategy for a research question or topic deep dive.
Build a research meeting facilitation guide
Guides facilitation of a 'research findings → decision' meeting with stakeholders.
Build an 'is research worth it' check
Provides a check for whether a research project is worth running before commissioning.
Build a 'how to brief AI for research synthesis' template
Drafts a template for briefing AI to help synthesise research data without losing nuance.
Build a research synthesis from many sources
Synthesises research findings from many sources into a single canonical view.
Build a metric anomaly alerting plan
Sets up alerting on metrics with thresholds, channels, and noise discipline.
Build a 'research impact' tracking system
Tracks the impact of research on product + business decisions to justify investment.
Build a 'research output sharing' rhythm
Designs the rhythm of how research findings flow through the company.
Build a 'researcher's first 90 days' plan
Plans the first 90 days for a new researcher joining a company.
Build a research consent + ethics doc (AU)
Drafts a research consent + ethics doc compliant with AU Privacy Act for participant research.
Workflow: monthly NPS run
Runs a monthly NPS survey + segmented analysis + action loop.
Run a card sort study
Designs an open or closed card sort study for IA decisions.
Build a research repository
Designs a research repository structure that makes findings discoverable + actionable.
Build a data observability plan
Plans data observability with monitoring of pipelines, freshness, and quality.
Build a 'what counts as evidence' framework
Defines a strength-of-evidence ladder for research findings.
Build a 'how to write a research insight' style guide
Drafts a style guide for writing research insights so they're clear, specific, and actionable.
Build a 'how to keep research participants happy' guide
Provides a guide for keeping research participants engaged + willing to come back.
Build a 'vibe check' research method
Designs a fast-and-cheap weekly 'vibe check' to capture customer sentiment without full research.
Workflow: Stripe revenue analysis pipeline
Pulls Stripe data and analyses revenue patterns, churn, and customer cohort behaviour.
Run an AI bias audit
Audits an AI feature for bias across user demographics or segments.
Run an open source license audit
Audits a codebase for open source licenses to identify compliance obligations + risks.
Run a JTBD switch interview
Drafts a switch interview script that surfaces the actual trigger for buying a new product.
Build a survey analysis report
Drafts a survey analysis report covering methodology, findings, and recommendations.
Design a focus group
Plans a focus group with structure, recruiting, and moderation.
Build a research repository entry
Drafts a single research repository entry — the canonical record of one study.
Design a diary study
Plans a diary study where participants log behaviour over time.
Design a multi-armed bandit
Designs a multi-armed bandit experiment for ongoing optimisation rather than one-shot A/B.
Build a 'research debrief in 5 minutes' format
Drafts a 5-minute research share format for sales kickoffs, all-hands, or standups.
Run funnel analysis
Designs a funnel analysis with stages, drop-off identification, and recommendations.
Build a data lineage doc
Documents data lineage from source to consumed metric for trust + debugging.
Build a data quality framework
Designs a data quality framework with checks, owners, and incident response.
Build a 'data product' brief
Briefs a data product (dashboard, model, dataset) like a real product with users + outcomes.
Build a data dictionary
Drafts a data dictionary for a database or warehouse — the human-readable schema.
Build a tech trend research brief
Drafts a research brief on an emerging tech trend with adoption signals + implications.
Build a research insight memo
Drafts a research insight memo — one page, one insight, one recommendation.
Build a 'how to brief a research request' template
Drafts a template for non-researchers to brief a research request well.
Run a 'jobs to be done' workshop
Designs a JTBD workshop with the team to articulate the jobs customers hire your product for.
Build a 'thank you for participating' email
Drafts a thank-you email after a research session that strengthens the relationship.
Build a research op cadence
Plans a quarterly research operations cadence — what runs when.
Build a 'research-ready' product team
Builds a product team's capability to do their own lightweight research.
Build a 'support ticket research' analysis
Mines a support ticket corpus for product + content insights.
Build a 'sales call recording analysis'
Analyses a corpus of sales call recordings to surface buyer signals + objection patterns.
Build a 'post-launch learning' framework
Plans the research to run after a launch to learn what to refine.
Build an 'experiment ideas backlog' format
Drafts a format for collecting + prioritising experiment ideas across the team.
Build a 'why didn't you buy' interview
Designs an interview script for prospects who didn't convert — what stopped them.
Build a 'research findings sales enablement'
Translates research findings into sales enablement assets.
Build a 'quick research request' triage
Triages quick ad-hoc research questions to give fast answers without ceremony.
Build a 'research stakeholder map'
Maps research stakeholders to engage them at the right depth.
Build a 'qualitative coding' protocol
Designs a coding protocol for qualitative data with consistency across coders.
Run anomaly investigation
Investigates a metric anomaly with a structured root-cause approach.
Build a 'is this number weird' check
Provides a quick check for whether a metric is anomalous before acting on it.
Build an 'AB test results to action' protocol
Converts an A/B test result into a deployment + learning action plan.
Build a 'metric definitions diff' protocol
Catches when metric definitions silently drift over time and breaks comparisons.
Build a research ethics checklist (industry)
Provides an ethics checklist for industry research projects (non-academic).
Build a 'research playbook' for solo founders
Drafts a lightweight research playbook for solo founders without research budget.
Run engagement analysis
Plans an engagement analysis to understand depth + frequency of product use.
Build a 'correlation vs causation' check
Provides a checklist for distinguishing correlation from causation before acting on data.
Build a 'metric definition' doc
Drafts a precise metric definition that prevents 'we're talking about different things' confusion.
Design a survey
Designs a survey with the right questions, scales, and length for the research goal.
Build a 'review mining' analysis
Mines public app + product reviews to extract insights for product + competitive use.
Build a 'research culture audit'
Audits a company's research culture across processes, behaviours, and impact.
Run cohort analysis
Designs a cohort analysis with segmentation and visualisation choices.
Build a tree test for IA
Designs a tree test to validate information architecture decisions.
Build research personas from data
Synthesises research data into 3–4 personas with goals, pains, and behavioural patterns.
Design a customer interview script (general)
Drafts a 60-min general customer interview script for discovery research.
Run a stakeholder research debrief
Plans a stakeholder debrief that brings findings to life and earns commitment.
Build a 'researcher as facilitator' framework
Trains researchers to facilitate decisions rather than just deliver findings.
Build a 'discovery vs validation' research framework
Distinguishes discovery research (open-ended) from validation research (test a hypothesis).
Build a research presentation
Designs a research findings presentation that drives decisions, not just informs.
Build a 'voice of customer' Slack channel
Sets up a recurring 'voice of customer' Slack channel that keeps the team close to users.
Build a research consent + briefing email
Drafts the pre-session email confirming research consent + practical details.
Build a 'feedback loop closure' practice
Practices closing the loop with customers + team after research.
Build a 'how to brief a research agency' template
Drafts a brief for an external research agency that gets the right output without scope creep.
Run a 'pre-mortem' research session
Runs a pre-mortem to surface what could go wrong with a research project before kickoff.
Build a 'pre-launch research check'
Provides a checklist of research to run before launching a major product or campaign.
Build a 'research as risk reduction' framing
Reframes research as risk reduction to leadership — the language that resonates.
Build a 'red team' for a hypothesis
Red-teams a hypothesis or strategy by attacking the assumptions before commitment.
Build a 'survey vs interview' decision framework
Decides between survey + interview research for a specific question.
Build a research summary in 3 levels
Summarises a research paper or report at 3 progressively detailed levels.
Build a 'research repository entry per study' template
Drafts a template for a single study entry in a research repository.
Build a 'before commissioning research' checklist
Provides a pre-commission checklist for any new research request.
Build a 'before research' stakeholder alignment
Aligns stakeholders before kicking off research so findings get acted on.
Build a 'churned customer interview'
Designs an interview script for customers who recently cancelled — get the real why.
Build a 'cancellation reason coding' system
Designs a system for coding + analysing cancellation reasons over time.
Build a 'research presentation in 10 slides'
Builds the 10-slide research presentation that earns decisions, not just nods.
Run a multivariate test
Designs a multivariate test where multiple elements vary at once.
Build a cookieless attribution model
Designs an attribution model that works without third-party cookies.
Workflow: weekly research sprint coordinator
Coordinates a weekly research sprint — what to learn, who to talk to, what to ship.
Workflow: 'voice of customer' weekly synthesis
Synthesises the week's voice-of-customer signals into a single internal Slack post.
Run a price sensitivity study (Van Westendorp)
Designs a Van Westendorp price sensitivity meter study with the 4 questions and analysis.
Build an industry research brief
Drafts a research brief on an industry — structure, players, dynamics, trends.
Build a regulatory horizon scan
Plans a regulatory horizon scan for an industry — what's coming + when.
Workflow: customer feedback synthesiser
Synthesises customer feedback from multiple sources into themes, insights, and recommended actions.
Build a research participants panel
Sets up a recruited research panel for fast access to participants.
Convert research insights to recommendations
Converts a research insight into a prioritised recommendation that ships.
Build a 'unmoderated usability test' design
Designs an unmoderated remote usability test that scales without losing depth.
Analyse open-text survey responses
Codes and themes open-ended survey responses into actionable insights.
Calculate sample size
Calculates the sample size needed for a survey or A/B test with confidence.
Run sentiment analysis on customer feedback
Codes customer feedback for sentiment with positive, negative, and mixed signal classification.
Build a research insights tag system
Designs a tagging system for research insights so they're discoverable across studies.
Build a 'fact-check' protocol
Drafts a fact-check protocol for journalism, research, or marketing content.
Build a 'research-led' product decision protocol
Designs a protocol where major product decisions trace back to specific research signals.
Build a 'research op book' for a small team
Drafts a lightweight research operations book for a small team without dedicated researcher.
Build a research news monitoring system
Sets up a system for monitoring research + news in a specific field without drowning.
Build a 'first click' test
Designs a first-click test to validate the discoverability of UI elements.
Run conjoint analysis
Designs a conjoint analysis study to measure feature trade-offs.
Build a 'session replay analysis'
Analyses session replays to surface UX issues users won't report.
Build a metric tree
Builds a metric tree decomposing a north star metric into its drivers.
Run a 'voice of the customer' synthesis
Synthesises customer signals from multiple sources into one voice-of-customer view.
Recruit research participants
Designs the recruit screener and outreach for finding the right research participants.
Build a customer health score model
Designs a customer health score model with weighted signals and intervention triggers.
Build a competitive intelligence brief
Drafts a competitive intelligence brief on a single competitor with structured analysis.
Build a churn prediction model
Designs a churn prediction model with features, validation, and intervention strategy.
Build a market research methodology
Designs a market research methodology that mixes qual and quant for a strategic question.
Build a continuous research practice
Sets up a continuous research practice — weekly customer touchpoints rather than one-off studies.
Design an ethnographic field study
Plans an ethnographic field study where you observe people in their real context.
Build a 'good enough' research methodology
Picks the lightest research method that answers the question with enough confidence.
Build a 'Senior Researcher' interview kit
Drafts the interview kit for hiring a senior researcher.
Calculate statistical significance
Calculates significance for an A/B test result with confidence interval and interpretation.
Run cluster analysis
Plans a cluster analysis to find natural groupings in customer data.
Run regression analysis
Plans a regression analysis to test the relationship between variables.
Run topic modelling on text data
Plans topic modelling (LDA or BERTopic) on a corpus of text data.
Build an EDA (exploratory data analysis) plan
Plans an exploratory data analysis on a new dataset before forming hypotheses.
Build a forecast model
Designs a forecast model for revenue, headcount, or other future metrics.