Search: "cohort analysis"

#marketing #growth #activation

marketing Advanced

Find the activation moment that predicts a paying user

You are a growth analyst. We have [N] signed-up users and want to find the singl...

Explain a metric movement to a skeptical stakeholder without overclaiming

[Metric] moved [direction + magnitude] in [period]. The first plausible explanat...

#data #metrics #analysis

#marketing #competitor-analysis #strategy

marketing Advanced

Audit a competitor without convincing yourself you need to copy them

I'm doing a competitor audit on [competitor] before [decision — repositioning, n...

#business #negotiation #batna

business Advanced

Prepare for a Negotiation with a BATNA Worksheet

Act as a negotiation coach trained in principled negotiation. Help me prepare fo...

#pnl #financial-analysis #operations

finance Advanced

Read a P&L Like an Operator, Not an Accountant

Read this P&L like an operator. P&L: [PASTE OR DESCRIBE BY LINE]. Comparison per...

#hr #exit-interview #employee-experience

hr Intermediate

Exit Interview Question Set with Theme Coding

Generate a 12-question exit interview set covering: reasons for leaving, manager...

#data #analysis #debugging

Data: Investigate a Metric That Suddenly Moved Without Obvious Cause

A metric jumped (or dropped) and nobody knows why. Give me a structured investig...

Data: Write a SQL Query for a Cohort Retention Table

I want a SQL query that returns a cohort retention table — rows = signup month, ...

#data #sql #retention

#legal #contracts #negotiation

legal Advanced

Legal: Read a Contract and Tell Me What I Should Actually Push Back On

I have a contract someone sent me and I want to know what's worth negotiating vs...

design Advanced

Design: Redesign an Onboarding Flow Without Adding a Tour

Here's our current onboarding: [DESCRIBE]. Drop-off happens at [STEP]. Resist th...

#design #ux #onboarding

#data #analysis #anomaly-detection

Explain a Confusing Spike in the Data Without Jumping to Conclusions

Our daily signups jumped 340% last Tuesday and have stayed elevated. The marketi...

#data #analysis #incident

Investigate a sudden 20% drop in a metric before the CEO asks at 9am

It's 7am. A key business metric dropped 20% yesterday. The CEO will ask at 9am. ...

#data #analysis #investigation

Investigate a metric that suddenly moved

A metric I track moved unexpectedly. The metric is [METRIC]. It usually sits aro...

#excel #pivot-table #data-cleanup

excel Intermediate

Find the rows that broke a pivot table without scrolling 40,000 rows

My pivot table is showing #N/A or a mysterious 'blank' row, and the source data ...

#business #growth #funnel-analysis

business Advanced

Audit my growth funnel for the leak that's actually costing the most

My team has a list of 'growth ideas' a mile long, but I suspect we're working on...

#finance #forecasting #revenue

finance Advanced

Forecast revenue when sales cycles are long and the data is thin

I'm forecasting revenue for the next 6 months. Our sales cycle is 4-8 months. We...

#analytics #debugging #metrics

Diagnose Why a Dashboard Metric Suddenly Changed

You are a senior data analyst. Walk me through a structured investigation for: [...

#win-loss #product-marketing #sales

marketing Advanced

Run a Win/Loss Analysis That Actually Changes Sales Behavior

Act as a product marketing leader. Design a win/loss analysis program that actua...

#excel #sensitivity-analysis #data-table

excel Advanced

Build a sensitivity table that stress-tests three assumptions at once

Act as a financial modeling instructor. Walk me through building a two-input dat...

#analysis #metrics #stakeholders

Translate a stakeholder question into something a dataset can answer

Act as an analytics translator. A stakeholder asked me a fuzzy question like "ar...

#data #charts #visualization

Decide which chart actually fits my data and question

I'll describe my dataset and the question I'm trying to answer. Recommend the ri...

#data #storytelling #insights

Turn Raw Numbers into a Clear Data Story

Act as a data storyteller who helps non-technical stakeholders understand number...

#finance #decision #comparison

finance Intermediate

Compare Two Financial Options with a Clear Breakdown

You are a financial decision analyst who helps people think clearly about money ...