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147 prompts·Role: Researcher

Claude

#other

Workflow: weekly product analytics review

Reviews weekly product analytics + recommends product changes.

Workflow: customer interview scheduling automator

Automates the recruit + schedule + reminder workflow for customer interviews.

Workflow: weekly research sprint coordinator

Coordinates a weekly research sprint — what to learn, who to talk to, what to ship.

Workflow: monthly NPS run

Runs a monthly NPS survey + segmented analysis + action loop.

Workflow: 'voice of customer' weekly synthesis

Synthesises the week's voice-of-customer signals into a single internal Slack post.

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.

Workflow: Stripe revenue analysis pipeline

Pulls Stripe data and analyses revenue patterns, churn, and customer cohort behaviour.

Workflow: customer feedback synthesiser

Synthesises customer feedback from multiple sources into themes, insights, and recommended actions.

Build a 'research culture audit'

Audits a company's research culture across processes, behaviours, and impact.

Build a 'research as risk reduction' framing

Reframes research as risk reduction to leadership — the language that resonates.

Build a 'research stakeholder map'

Maps research stakeholders to engage them at the right depth.

Build a 'quick research request' triage

Triages quick ad-hoc research questions to give fast answers without ceremony.

Build a 'research-ready' product team

Builds a product team's capability to do their own lightweight research.

Build a 'research presentation in 10 slides'

Builds the 10-slide research presentation that earns decisions, not just nods.

Build a 'researcher's first 90 days' plan

Plans the first 90 days for a new researcher joining a company.

Build a 'research output sharing' rhythm

Designs the rhythm of how research findings flow through the company.

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 playbook' for solo founders

Drafts a lightweight research playbook for solo founders without research budget.

Build a 'feedback loop closure' practice

Practices closing the loop with customers + team after research.

Build a research insights newsletter

Drafts a weekly research insights newsletter for the team.

Build a 'is this number weird' check

Provides a quick check for whether a metric is anomalous before acting on it.

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 an 'AB test results to action' protocol

Converts an A/B test result into a deployment + learning action plan.

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.

Build a 'researcher as facilitator' framework

Trains researchers to facilitate decisions rather than just deliver findings.

Build a 'metric definitions diff' protocol

Catches when metric definitions silently drift over time and breaks comparisons.

Build a research synthesis from many sources

Synthesises research findings from many sources into a single canonical view.

Build a research ethics checklist (industry)

Provides an ethics checklist for industry research projects (non-academic).

Build a 'Senior Researcher' interview kit

Drafts the interview kit for hiring a senior researcher.

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 '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 'what counts as evidence' framework

Defines a strength-of-evidence ladder for research findings.

Build a 'how to keep research participants happy' guide

Provides a guide for keeping research participants engaged + willing to come back.

Build a 'sales call recording analysis'

Analyses a corpus of sales call recordings to surface buyer signals + objection patterns.

Build a 'support ticket research' analysis

Mines a support ticket corpus for product + content insights.

Build a 'post-launch learning' framework

Plans the research to run after a launch to learn what to refine.

Build a 'session replay analysis'

Analyses session replays to surface UX issues users won't report.

Build a 'review mining' analysis

Mines public app + product reviews to extract insights for product + competitive use.

Build a 'cancellation reason coding' system

Designs a system for coding + analysing cancellation reasons over time.

Build a 'vibe check' research method

Designs a fast-and-cheap weekly 'vibe check' to capture customer sentiment without full research.

Build a 'pre-launch research check'

Provides a checklist of research to run before launching a major product or campaign.

Build a 'churned customer interview'

Designs an interview script for customers who recently cancelled — get the real why.

Build a 'why didn't you buy' interview

Designs an interview script for prospects who didn't convert — what stopped them.

Build an 'experiment ideas backlog' format

Drafts a format for collecting + prioritising experiment ideas across the team.

Build a 'customer interview to insight' workflow

Streamlines the workflow from raw interview to shippable insight.

Build a 'research repository entry per study' template

Drafts a template for a single study entry in a research repository.

Build a 'research as a habit' practice

Builds an individual practice of weekly research habits for any role.

Build a 'research findings sales enablement'

Translates research findings into sales enablement assets.

Build a 'before commissioning research' checklist

Provides a pre-commission checklist for any new research request.

Build a 'qualitative coding' protocol

Designs a coding protocol for qualitative data with consistency across coders.

Build an MVP research plan

Plans the minimum viable research before launching an MVP.

Build a 'unmoderated usability test' design

Designs an unmoderated remote usability test that scales without losing depth.

Build a research participants panel

Sets up a recruited research panel for fast access to participants.

Build a research consent + briefing email

Drafts the pre-session email confirming research consent + practical details.

Build a research summary in 3 levels

Summarises a research paper or report at 3 progressively detailed levels.

Build a research news monitoring system

Sets up a system for monitoring research + news in a specific field without drowning.

Build a competitive intelligence brief

Drafts a competitive intelligence brief on a single competitor with structured analysis.

Build a 'research-led' product decision protocol

Designs a protocol where major product decisions trace back to specific research signals.

Build a 'research vs product feedback' triage

Distinguishes research-worthy questions from feature requests that should just go to the backlog.

Build a 'thank you for participating' email

Drafts a thank-you email after a research session that strengthens the relationship.

Build a research transcription + analysis workflow

Sets up a workflow for transcribing + analysing research interview recordings.

Build a tree test for IA

Designs a tree test to validate information architecture decisions.

Build a 'first click' test

Designs a first-click test to validate the discoverability of UI elements.

Build a privacy-friendly analytics setup

Sets up analytics that respects privacy + reduces consent fatigue.

Build a 'how to write a research email request' template

Drafts a template for emailing potential research participants for interviews or surveys.

Build an 'is research worth it' check

Provides a check for whether a research project is worth running before commissioning.

Build a research meeting facilitation guide

Guides facilitation of a 'research findings → decision' meeting with stakeholders.

Build an industry research brief

Drafts a research brief on an industry — structure, players, dynamics, trends.

Build a 'good enough' research methodology

Picks the lightest research method that answers the question with enough confidence.

Build a 'research roadmap' for a quarter

Plans a research roadmap for a quarter — which studies, when, and why.

Build a 'before research' stakeholder alignment

Aligns stakeholders before kicking off research so findings get acted on.

Build a tech trend research brief

Drafts a research brief on an emerging tech trend with adoption signals + implications.

Build a research op cadence

Plans a quarterly research operations cadence — what runs when.

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 regulatory horizon scan

Plans a regulatory horizon scan for an industry — what's coming + when.

Build a cookieless attribution model

Designs an attribution model that works without third-party cookies.

Build a literature search strategy

Designs a literature search strategy for a research question or topic deep dive.

Build a source credibility evaluation

Evaluates the credibility of a source (article, study, expert) for use in research.

Build a 'fact-check' protocol

Drafts a fact-check protocol for journalism, research, or marketing content.

Build a 'research impact' tracking system

Tracks the impact of research on product + business decisions to justify investment.

Run a customer journey mapping workshop

Designs a customer journey mapping workshop with stakeholders.

Build a research repository entry

Drafts a single research repository entry — the canonical record of one study.

Build a 'research debrief in 5 minutes' format

Drafts a 5-minute research share format for sales kickoffs, all-hands, or standups.

Run a 'voice of the customer' synthesis

Synthesises customer signals from multiple sources into one voice-of-customer view.

Build a data dictionary

Drafts a data dictionary for a database or warehouse — the human-readable schema.

Build a 'data product' brief

Briefs a data product (dashboard, model, dataset) like a real product with users + outcomes.

Run a 'pre-mortem' research session

Runs a pre-mortem to surface what could go wrong with a research project before kickoff.

Build a 'how to brief a research request' template

Drafts a template for non-researchers to brief a research request well.

Build a 'discovery vs validation' research framework

Distinguishes discovery research (open-ended) from validation research (test a hypothesis).

Run a longitudinal customer study

Designs a longitudinal study tracking the same customers over time.

Build a research insight memo

Drafts a research insight memo — one page, one insight, one recommendation.

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 research insights tag system

Designs a tagging system for research insights so they're discoverable across studies.

Build an EDA (exploratory data analysis) plan

Plans an exploratory data analysis on a new dataset before forming hypotheses.

Build a research consent + ethics doc (AU)

Drafts a research consent + ethics doc compliant with AU Privacy Act for participant research.

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.

Build a 'correlation vs causation' check

Provides a checklist for distinguishing correlation from causation before acting on data.

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.

Run a card sort study

Designs an open or closed card sort study for IA decisions.

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 metric anomaly alerting plan

Sets up alerting on metrics with thresholds, channels, and noise discipline.

Run anomaly investigation

Investigates a metric anomaly with a structured root-cause approach.

Build an LTV prediction model

Designs a customer LTV prediction model with features and validation.

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.

Build a survey analysis report

Drafts a survey analysis report covering methodology, findings, and recommendations.

Run cohort analysis

Designs a cohort analysis with segmentation and visualisation choices.

Run a price sensitivity study (Van Westendorp)

Designs a Van Westendorp price sensitivity meter study with the 4 questions and analysis.

Run a heuristic evaluation

Performs a Nielsen 10-heuristic evaluation of an interface with severity ratings.

Build research personas from data

Synthesises research data into 3–4 personas with goals, pains, and behavioural patterns.

Run a usability test session

Drafts a usability test script that surfaces real friction without leading participants.

Build a metric tree

Builds a metric tree decomposing a north star metric into its drivers.

Build a churn prediction model

Designs a churn prediction model with features, validation, and intervention strategy.

Run engagement analysis

Plans an engagement analysis to understand depth + frequency of product use.

Run funnel analysis

Designs a funnel analysis with stages, drop-off identification, and recommendations.

Build a customer health score model

Designs a customer health score model with weighted signals and intervention triggers.

Run conjoint analysis

Designs a conjoint analysis study to measure feature trade-offs.

Calculate statistical significance

Calculates significance for an A/B test result with confidence interval and interpretation.

Design a multi-armed bandit

Designs a multi-armed bandit experiment for ongoing optimisation rather than one-shot A/B.

Design a customer interview script (general)

Drafts a 60-min general customer interview script for discovery research.

Convert research insights to recommendations

Converts a research insight into a prioritised recommendation that ships.

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.

Run topic modelling on text data

Plans topic modelling (LDA or BERTopic) on a corpus of text data.

Run a multivariate test

Designs a multivariate test where multiple elements vary at once.

Design an A/B test

Designs an A/B test with hypothesis, variants, primary metric, and decision rules.

Design a survey

Designs a survey with the right questions, scales, and length for the research goal.

Design an ethnographic field study

Plans an ethnographic field study where you observe people in their real context.

Design a diary study

Plans a diary study where participants log behaviour over time.

Build a research repository

Designs a research repository structure that makes findings discoverable + actionable.

Build a research presentation

Designs a research findings presentation that drives decisions, not just informs.

Run a stakeholder research debrief

Plans a stakeholder debrief that brings findings to life and earns commitment.

Design a focus group

Plans a focus group with structure, recruiting, and moderation.

Run regression analysis

Plans a regression analysis to test the relationship between variables.

Run a JTBD switch interview

Drafts a switch interview script that surfaces the actual trigger for buying a new product.

Recruit research participants

Designs the recruit screener and outreach for finding the right research participants.

Build a forecast model

Designs a forecast model for revenue, headcount, or other future metrics.

Run cluster analysis

Plans a cluster analysis to find natural groupings in customer data.

Build a 'metric definition' doc

Drafts a precise metric definition that prevents 'we're talking about different things' confusion.

Build a data observability plan

Plans data observability with monitoring of pipelines, freshness, and quality.

Your AI Researcher

A deployable AI agent that designs studies, synthesises interviews, and ships insights into product decisions. Configure once, run per study.

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