Free prompt builders
Analytics and data prompt builders
Metrics, SQL, spreadsheets, experiments and data quality. Answer a few questions and paste the tailored prompt into any AI app.
A B test interpretation
Build an A/B test interpretation prompt from assignment, counts and stopping rules. Separate observed differences from uncertainty and design defects.
Analytics tracking audit
Build an analytics tracking audit prompt from event definitions, reporting goals and known gaps. Request a coverage map and specific verification tasks.
Chart selection brief
Build a chart selection prompt from your data shape, comparison goal, and audience. Request clear encodings, honest axes, and limitations to review.
Cohort analysis plan
Create a cohort analysis prompt with explicit entry rules, outcome windows, and observation cutoffs. Plan denominators, censoring, and missing outcomes.
Conversion funnel definition
Build a conversion funnel definition prompt from journey stages, events and identity rules. Define entry, stage order, time windows and conversion denominators.
Dashboard narrative
Turn supplied dashboard figures into a tailored commentary prompt. Separate metric changes, known context, possible explanations, and follow-up questions.
Data cleaning specification
Build a data cleaning prompt from a schema, observed defects, and permitted changes. Specify transformation order, preserved unknowns, and review checks.
Data dictionary
Create a data dictionary prompt from your schema and known meanings. Document units, grain, null semantics, constraints, and unanswered ownership questions.
Data export specification
Build an export specification prompt covering consumer needs, field mapping, privacy boundaries, serialization, and source-to-export reconciliation checks.
Data quality rules
Build a prompt for data quality rules from your dataset grain, business expectations and known defects. Checks for validity, completeness, uniqueness and freshness.
Data reconciliation plan
Build a reconciliation prompt covering source grain, matching keys, total controls, tolerance rules, and unresolved discrepancy categories for review.
Excel or Google Sheets formula
Build a prompt for an Excel or Google Sheets formula from your columns, sample rows and the calculation you need, including blank, error and duplicate rules.
Experiment measurement plan
Create an experiment measurement prompt with exposure rules, metric formulas, event validation, guardrails, and missing decision-rule inputs to resolve.
Metric anomaly triage
Build a prompt that orders checks for an unusual metric, separates measurement changes from behavior, and identifies evidence needed before assigning a cause.
Qualitative coding guide
Create a prompt for a provisional qualitative codebook with definitions, inclusion boundaries, overlap rules, and examples grounded in supplied excerpts.
Research sampling plan
Build a prompt comparing feasible research sampling options, recruitment coverage, selection bias, and claims supported by your available access and resources.
Spreadsheet audit plan
Prepare a prompt for a workbook audit checklist covering dependencies, formulas, data boundaries, and evidence to collect before making changes.
SQL query
Build a SQL query prompt from your schema and business question: result grain, joins, filters, date boundaries, dialect and edge-case tests.
Survey results summary
Build a prompt for descriptive survey findings with explicit denominators, missing-response checks, sampling limitations, and cautious interpretation.