Unit economics that survive scrutiny
Work out the unit economics for {{business}}. Inputs: {{price, COGS components, CAC by channel, churn, expansion, gross margin, payback expectations}}. 1. Define each metric expli…
116 copies · 16 likesWORKS WITH ROWS
Prompts for Rows
Community-tested ways to get more useful results from Rows.
Add a promptCohort retention analysis in plain language
Here's my signup and activity data: {{describe columns or paste sample}}. 1. Build monthly signup cohorts and show retention by month-since-signup as a triangle table. State clear…
110 copies · 20 likesWrite the query and the caveat for a stakeholder question
A stakeholder asked: "{{their question, verbatim}}". Available data: {{schema summary}}. 1. Restate what they're actually trying to decide — the question behind the question. If t…
113 copies · 16 likesSegment a list by behaviour, then write to each
Here is my user data: {{paste CSV summary — signup date, plan, last active, key actions taken, source}}. 1. Propose 5 behavioural segments that would each get a genuinely differen…
120 copies · 13 likesCannibalisation check across a whole site section
Here are my pages in one section with their target keywords and rankings: {{paste URL, title, target keyword, position, monthly clicks}}. 1. Identify every set of pages competing …
79 copies · 18 likesClean a messy spreadsheet reproducibly
Here's a messy export: {{paste 20-30 sample rows with headers}}. 1. Diagnose every problem you can see: inconsistent date formats, numbers stored as text, mixed units, trailing wh…
123 copies · 14 likesWrite the SQL, then explain what it will cost
Write the query for this question: {{describe what you need to know}}. Schema: {{paste DDL or table and column list with row counts}} Database: {{engine and version}} Requirement…
73 copies · 14 likesInterrogate a dataset before you trust it
Here's a dataset: {{paste sample rows plus column list, row count, and how it was collected}}. Before any analysis, audit it: 1. For each column: type, unit, expected range, % mis…
60 copies · 16 likesBuild the annual budget from drivers
Build a {{year}} operating plan for {{company}}. Current: {{revenue, growth rate, headcount, cash, burn, margins}}. Plans: {{hiring, launches, pricing changes}}. 1. Model revenue …
88 copies · 15 likesRoadmap prioritisation you can defend
Here's my backlog: {{list items with any context you have}}. Our goal this quarter: {{goal}}. Team capacity: {{people and weeks}}. 1. For each item, state the outcome it's suppose…
73 copies · 15 likesDiagnose an ad set whose cost per acquisition doubled this week
You are a paid media analyst. My CPA jumped and I need to know where to look before I start changing things. The campaign: {{platform, objective, daily budget, audience, bid strate…
51 copies · 16 likesDecide whether to build it, buy it, or leave it alone
You are a pragmatic operator deciding between building, buying, and doing nothing. The capability: {{what it must do and for whom}}. Why it is on the table now: {{the trigger - cus…
49 copies · 16 likesFind the duplicate records ruining your counts
My count is wrong: {{what you expected versus what you got}}. Here's the data: {{schema and 15 sample rows, including a few you suspect}}. Work through duplicate types in this ord…
71 copies · 9 likesForecast with the uncertainty attached
Forecast {{metric}} for the next {{horizon}}. History: {{paste time series}}. Known future events: {{launches, seasonality, pricing changes}}. 1. Describe the series honestly firs…
82 copies · 10 likesTurn one dataset into a linkable asset
I have this dataset: {{describe columns, size, source, time range}}. 1. List the 10 most link-worthy findings this data could support — each stated as a headline claim with the ex…
72 copies · 11 likesBuild the dashboard someone will actually use
Design a dashboard for {{role}} who needs to decide {{decision}} on a {{cadence}} basis. Available data: {{list}}. Start from decisions, not charts: 1. List the decisions this per…
84 copies · 13 likesPick the right chart for the point you are making
Here's my data: {{describe the columns, the row count, and what each row represents}}. The point I want to land: {{the one sentence a reader should take away}}. Audience: {{who}}. …
71 copies · 8 likesSet the kill criteria before you start the bet
You are the person who has to shut this down if it fails. We are about to commit to {{initiative}}. The bet: {{what we are doing, why now, who is on it, cost in money and headcount…
52 copies · 12 likesFind the story in a metric that moved
You are a data analyst. A metric moved and I need to know why before I report it. I will give you the metric, the period, the change, and any breakdowns I have. Work in this orde…
67 copies · 11 likesProgrammatic page template that isn't thin
I want to generate pages for the pattern "{{pattern, e.g. best AI tools for X}}" across {{n}} values. My data per page: {{list available fields}}. 1. Tell me honestly whether this…
70 copies · 9 likesDecide which customer segment to stop serving
You are an operator who has had to narrow a business before. Segments we serve: {{for each: who they are, revenue, share of support tickets, churn, sales cycle, gross margin if kno…
51 copies · 10 likesTurn a churn export into the three cancel reasons you can act on
You are a retention analyst. Here is an export of customers who cancelled: {{paste rows — signup date, cancel date, plan, price, usage in the last 30 days, stated cancel reason, an…
49 copies · 10 likesEstimate what a price change will really do to revenue
You are a pricing analyst. I am considering the price change described below. Using only my data, build the revenue case honestly. Output: 1. BASELINE — current customers, ARPU, …
36 copies · 10 likesDecide which campaign to kill this month
You are a paid media analyst. I have a fixed budget and too many live campaigns. Below are the numbers per campaign. Work in this order: 1. For each campaign, state spend, the res…
66 copies · 9 likesOutrank a worse page that is beating you
You are an SEO who does not assume better content wins. My page loses to a thinner one. Query: {{keyword}}. My page: {{URL, title, headings, word count}}. Theirs: {{title, headings…
54 copies · 9 likesWrite the retargeting ads for people who saw your pricing and left
You are a performance marketer who writes from evidence, not vibes. Product and price: {{what it is, plans, what a plan includes}}. Pricing page behaviour: {{visits, time on page, …
38 copies · 9 likesChoose between raising now and cutting to default alive
You are a CFO who has taken two companies through a tight funding market. Be exact, not encouraging. Cash in the bank, monthly net burn for the last 6 months, and current MRR/ARR …
32 copies · 9 likesReconcile two reports that disagree about the same number
Two sources report different values for the same metric and I have to explain the gap today. Metric: {{name}}. Source A: {{tool, value, how it is defined if you know}}. Source B: {…
57 copies · 8 likesFind 15% of spend to cut without breaking anything
You are a CFO who has done this before and does not enjoy it. Cut roughly {{target}}% of {{annual or monthly}} spend without damaging what earns revenue. Spend list: {{paste line i…
52 copies · 8 likesPick the twenty-five accounts worth your quarter
You are a sales leader helping me cut a bloated territory down to what I can actually work. My list: {{paste accounts - name, industry, size, current status, last touch, any signal…
33 copies · 8 likesWrite the memo that kills a project you championed
You are helping me write an internal memo announcing that we are stopping a project I personally pushed for. The project: {{what it was, when it started, what we promised}}. What a…
26 copies · 8 likesDecide which numbers belong on a dashboard nobody asked to see
You are an analyst cutting a bloated dashboard down to what changes decisions. Who reads it and what they decide: {{audience, the decisions they own, how often they look}}. Current…
46 copies · 7 likesDiagnose a traffic drop that started with a Google update
You are an SEO doing incident analysis, not writing a recovery fantasy. The drop: {{when it started, total change in clicks and impressions, which countries and devices}}. Page-lev…
41 copies · 7 likesSanity-check a spreadsheet model before you present it
You are a skeptical reviewer. Below is a spreadsheet model I did not build and have to present on Thursday. Find what would embarrass me. Return: 1. ASSUMPTIONS — table with Cell…
39 copies · 7 likesDecide where the next ten thousand of ad budget goes
You are a paid media planner. I have {{amount}} of incremental budget for the next {{number}} weeks and have to place it. Current channels: {{paste per channel — spend, impressions…
39 copies · 7 likesWork out how much of last month's growth was real
You are a skeptical analyst. Here is the metric that moved: {{name, last 13 months of values, and the definition}}. What else changed: {{launches, pricing, campaigns, tracking chan…
36 copies · 6 likesDecide the sample size before you run the test
I want to test {{change}} on {{surface}}. Current baseline: {{metric and its current rate or mean, plus its variance if you have it}}. Traffic: {{visitors or events per day eligibl…
31 copies · 6 likesWrite the data dictionary nobody wants to write
Here's a table: {{paste the schema, plus 10-20 sample rows}}. Team context: {{what the table is used for, who queries it}}. For every column produce: the plain-English meaning, th…
37 copies · 4 likesDecide which pages to translate first for a new market
You are an SEO lead planning a first localisation push on a fixed budget. Target market and language: {{country, language, any local competitor you know of}}. My current pages with…
39 copies · 6 likesBuild the redirect map before you relaunch a site
You are the SEO on a site migration whose job is to lose nothing. Old URLs with their value: {{URL | monthly clicks | referring domains | top query}}. New site structure: {{paste n…
37 copies · 5 likesTurn a Search Console export into next quarter's content plan
You are an SEO lead building a content plan from evidence I already have, not from a keyword tool's wish list. I will paste query-level rows: {{query | landing page | clicks | impr…
37 copies · 5 likesAutomate a spreadsheet process without breaking the spreadsheet
You are an automation engineer. A team runs a real process out of a spreadsheet, and the fastest way to lose their trust is to replace it with something they cannot see. The sheet…
25 copies · 6 likesPrune the pages nobody reads without losing the traffic you have
You are an SEO lead running a pruning pass on a site section. I will paste a page inventory: {{for each URL - title, target query, monthly clicks and impressions last 90 days, inte…
38 copies · 5 likesRefresh an ad creative before fatigue kills your best performer
You are a paid social buyer. My best-performing ad is starting to decay. Ad copy and creative description: {{paste headline, primary text, and what the visual shows}}. Weekly perfo…
42 copies · 5 likesTurn a support ticket export into the five fixes worth making
You are a support operations analyst. Attached is a ticket export: {{columns present, date range, row count, and any fields for handling time, plan tier or resolution}}. I want to …
26 copies · 5 likesSegment your customers by what they are actually worth to you
You are an analyst who knows revenue and value are not the same number. Customer export: {{paste or describe columns - revenue, tenure, plan, usage, support tickets, discount}}. W…
21 copies · 5 likesPlan the pages that will rank for a launch before you ship it
You are an SEO lead planning organic coverage for a launch. What we are shipping: {{feature or product, what it replaces, who it is for}}. Launch date: {{date}}. Keywords and volum…
28 copies · 5 likesPick the three clips worth putting money behind
You are a video strategist who reads retention curves for a living. Last 30 days of posts: {{for each clip: hook line, length, views, average watch percentage, saves or shares, fol…
17 copies · 5 likesTurn a raw event log into a funnel with the drop-off explained
You are a product analyst. I have raw event data and need a funnel I can defend. Event schema: {{table name, columns, event names, and what each one fires on}}. The journey I care …
49 copies · 4 likesAnswer a vendor who just raised your price 40%
You are my procurement lead. A vendor has raised our renewal price and I need a position before the call, not a rant. Produce exactly five sections: 1. WHAT WE ACTUALLY BUY - wha…
17 copies · 5 likesWork out whether a dip is seasonal or something breaking
You are an analyst who refuses to call something seasonal without checking. My metric dropped and half the team says it is the time of year. Below is the history and what changed. …
16 copies · 5 likesRescue a campaign that got clicks and no signups
You are a direct response strategist. The campaign: {{objective, audience, budget, dates}}. The ads: {{paste headlines, primary text, and creative descriptions}}. The destination: …
38 copies · 4 likesReforecast a quarter you already know you will miss
You are a finance-literate operator rebuilding a forecast mid-quarter. Original plan: {{targets by month and the assumptions behind them}}. Actuals to date: {{revenue, pipeline, sp…
35 copies · 4 likesWrite the pricing page that stops people emailing to ask what it costs
You are a conversion copywriter who has watched buyers bounce off pricing pages for a living. Our plans, real numbers and limits: {{paste tiers, prices, caps, add-ons}}. Who buys …
24 copies · 4 likesRun the account review that renews the deal months before renewal
You are a senior account manager who treats the business review as the renewal conversation. Account: {{name, contract value, renewal date}}. What they bought it for, in their wor…
20 copies · 4 likesAnswer your biggest customer's off-roadmap request
You are an operator who has seen one large customer quietly become a product team's roadmap. What they asked for, in their words: {{paste the request or email}}. What they pay us …
16 copies · 4 likesDecide whether to chase a market that keeps knocking
You are a skeptical strategy partner. We keep getting inbound from a segment we never targeted: {{who they are, how many have come in, what they asked for, what we sold them, what …
35 copies · 3 likesDecide whether an A/B test result is safe to ship
You are a sceptical experimentation reviewer. I want to ship a test result and need to know if it holds. The test: {{what changed, primary metric, hypothesis}}. Numbers: {{per vari…
42 copies · 3 likesTurn your changelog into pages that catch buying-intent search
You are a content strategist who mines shipped product for search demand everyone else ignores. The last few months of release notes or changelog entries: {{paste}}. What we sell …
15 copies · 4 likesWrite the one-page case for a hire you cannot justify yet
You are a pragmatic COO reviewing a headcount request. The role: {{title and what they would own}}. What is breaking without it: {{specific incidents, delays, or missed work in the…
44 copies · 3 likesWork out what your data can honestly answer before you promise an analysis
You are a senior analyst scoping a request before committing to it. Half of these questions cannot be answered with what we actually collect, and finding that out in week two is th…
14 copies · 4 likesTurn your sales objection list into pages that answer them
You are a content strategist who builds pages from what buyers actually ask, not from a keyword tool's suggestions. Below are the objections and questions our sales team hears, plu…
13 copies · 4 likesWork out which customers are quietly about to leave
You are a data analyst who has seen too many churn models that only fire after the customer has already gone. The export: {{paste usage or account data - columns and 20+ rows, or …
27 copies · 3 likesSplit a bloated page into the pages it should have been
You are my content architect. One page on my site has grown into four topics wearing a trench coat, and it half-ranks for all of them. Return exactly five sections: 1. INTENTS FO…
13 copies · 4 likesChoose between building a channel and hiring your own reps
You are an operator who has run both a partner channel and a direct sales team, and knows which one hides its costs. Compare both routes using only my numbers. 1. WHAT THIS DECISI…
19 copies · 3 likesAudit an old blog archive against the product you sell today
You are a content lead auditing an archive written before the product changed. What we sell now, and who for: {{one paragraph, plus anything we no longer do}}. Archive export with…
25 copies · 3 likesWrite the win-back campaign for customers who left six months ago
You are a lifecycle marketer writing to people who already decided you were not worth paying for. Who churned and when: {{segment, size, timeframe}}. The real reasons they gave, v…
17 copies · 3 likesFind the cost lines worth cutting in a year of spend
You are a finance analyst. Below is an export of spend (vendor, category, date, amount) and a target saving. Find the cuts, not a generic cost-cutting essay. 1. SHAPE OF SPEND - t…
11 copies · 3 likesBuild the editorial calendar you can actually staff
You are a content ops lead who plans against capacity, not ambition. Who writes and edits, with realistic output per month: {{names or roles, pieces each}}. The pieces or topics o…
27 copies · 2 likesWrite the campaign that gets people off your waitlist and paying
You are a lifecycle marketer. We are opening access to a waitlist that has gone cold. Write the sequence that converts it without burning the list. Output: 1. SEGMENTS - split the…
25 copies · 2 likesDecide what to do when a competitor copies your page word for word
You are an SEO lead who has just found a competitor page that lifts our copy. Below is our page (URL, publish date, target keyword, current position), their page, and the overlappi…
10 copies · 3 likesPlan for the platform your business quietly depends on
You are a strategy advisor. One platform - an app store, a marketplace, an API, a single channel - can change terms and take a chunk of our business with it. The dependency: {{nam…
16 copies · 2 likesPick the ten pages worth paying a writer for
You are a content lead spending a fixed freelance budget. Below is my keyword/topic list with volume, difficulty and current ranking (if any), plus my per-page budget and what my p…
16 copies · 2 likesDecide what to instrument before you ship the feature
You are a product analyst reviewing a tracking plan before code freeze. Missing events cannot be backfilled, and extra events cost review time forever. The feature and how a user …
14 copies · 2 likesWork out whether a broken dashboard number is data or reality
You are a data lead. A number on our dashboard looks wrong. Before anyone panics, separate pipeline breakage from a real business change. Output four sections. 1. FIRST FIVE CHECK…
11 copies · 2 likesDecide whether to take the big custom deal that bends your product
You are an operator deciding on one large deal that requires custom work. Below are the contract value and term, what they are asking us to build or change, our roadmap for the sam…
9 copies · 2 likesWork out whether your free plan is paying for itself
You are a finance-literate operator reviewing a free tier nobody has questioned since launch. Below are my plan limits, free and paid user counts, conversion and cost data. 1. WHA…
7 copies · 2 likesAnswer a competitor who just undercut your price by half
You are my pricing lead. A competitor has gone in far below us and my sales team is already panicking in the group chat. Their pricing and what it includes: {{paste}}. Our pricing…
14 copies · 1 likePlan the marketing for a product you have to shut down
You are the marketer handling the wind-down of a product customers still pay for. Below are the details and the customer segments. Produce: 1. SEGMENT PLAN - table: Segment | Size…
7 copies · 2 likesSet the alert thresholds that catch a real problem, not noise
You are an analyst setting up alerting on business and product metrics. Below is recent history for each metric and what the on-call person can actually do about it. Design alerts …
4 copies · 2 likesDecide whether to keep the office, shrink it, or drop it
You are a pragmatic operator advising on a lease decision, not a workplace-culture consultant. The lease: {{cost per month, term remaining, break clause, sublet rules}}. Actual us…
12 copies · 1 likeClean up the bad data a bug wrote into production
You are the engineer who has done this before and knows a rushed backfill causes the second incident. A bug wrote incorrect rows to production. Below are the schema, the bug, and t…
8 copies · 1 likeDecide what to do when your biggest customer is bought by a competitor
You are advising a founder whose largest customer was just acquired by a competitor of ours. Below is the contract and revenue picture and what is public about the acquirer. Plan t…
3 copies · 2 likesDecide what to do with pages an AI answer box now answers for you
You are a content lead whose informational pages still rank but no longer get clicked, because the answer now sits above the results. Below is my page list with impressions, clicks…
10 copies · 1 likeGet fluent in the numbers your company runs on
You are a tutor teaching me the metrics my own company lives by, so I stop nodding along in meetings. Below are the metric names I hear, any definitions or dashboards I have, and m…
9 copies · 1 likeWork out whether a new feature changed behaviour or just moved it around
You are an analyst checking whether a shipped feature created new activity or cannibalised existing activity. Below is usage data before and after launch, plus what the feature doe…
10 copies · 1 likeCut your cloud bill without breaking the service
You are a pragmatic infrastructure engineer. I need to cut spend without a reliability incident that costs more than the savings. Cost breakdown by service or line item, last full…
10 copies · 1 likeRun the internal linking pass on a section you already published
You are an SEO editor doing the internal linking pass that got skipped while the pages were being written. Below are the URLs in one section with titles, target keywords, and exist…
9 copies · 1 likePlan for the week your best person gives notice
You are a founder whose most load-bearing employee just resigned. Below is their role, what they own, current projects with dates, who else touches that work, and the notice period…
8 copies · 1 likeWork out whether your discounts are buying revenue or giving it away
You are a revenue analyst. Below is a deal-level or order-level export with discount amounts, plus my cost and retention notes. Tell me what the discounting is actually doing. 1. …
8 copies · 1 likeTake over the SEO of a site you just inherited
You are an SEO lead who has just inherited a site from someone who left. Below is what I was handed: top pages by traffic, the keywords they rank for, the last six months of clicks…
6 copies · 1 likeWrite your negotiation floor before the call
You are a commercial advisor preparing me for one negotiation. Below is the deal or agreement, what each side has asked for so far, the numbers involved, my deadline and theirs, an…
6 copies · 1 likeRetire an old pricing plan without churning the people still on it
You are an operator sunsetting a legacy plan. Below is the plan, who is still on it, what they pay, the current plans, and why we want it gone. 1. WHO IS AFFECTED - table: Segment…
9 copiesRun a promo that does not train customers to wait for a discount
You are a marketer who has watched discounts eat a company's margin for years. Below is the promo I am being asked to run, my pricing, and what I have discounted before. Design it …
10 copiesWrite the deprecation plan for an endpoint customers still call
You are the engineer who owns an API endpoint that has to go. Below are the endpoint and its replacement, request volume by client or API key over the last month, and why we are re…
6 copiesWrite the emails for a trial that is about to expire
You are a lifecycle marketer writing the end-of-trial sequence. Below is what the product does, what a trial user has and has not done, and the plans they can buy. Write emails tha…
6 copiesWin back the featured snippet a competitor just took
You are an SEO editor whose page still ranks but lost the answer box to a page below it. Below is my page, the page that now holds the snippet, and the query. Work out what to chan…
6 copiesWrite the co-marketing launch both partners will sign off on
You are running a joint launch with a partner company. Below is what we built together, what each side wants out of it, and each side's audience. Write the campaign. 1. THE ONE SE…
4 copiesWrite the landing page for a second product without confusing the first
You are a product marketer launching a second product to an audience that already knows us for the first one. Below are both products, who buys each, and our current homepage copy.…
5 copiesPrice and pitch a paid pilot when the buyer wants it free
You are the seller on a deal where the buyer has asked for a free trial or unpaid pilot and you believe it should be paid. Below is what the buyer has said, the deal size, and what…
4 copiesDecide what to do with a top page about a feature you are killing
You are the SEO lead for a product that is retiring a feature. Below is the page data for the pages covering it and what replaces the feature. Decide the fate of each URL. 1. PAGE…
4 copiesDecide which deals to walk away from before quarter end
You are a sales manager triaging a pipeline with limited days left. Below is the open pipeline and how much selling time is actually available. Produce: 1. TRIAGE TABLE - Deal | V…
2 copiesDecide what to do with the outliers before they decide for you
You are a careful analyst. Below is my dataset description, the extreme values I found, and the question the analysis has to answer. Decide how each outlier should be handled. 1. …
2 copiesDecide which user-generated pages to let Google index
You are an SEO lead deciding what to do with a large set of user-generated or auto-created pages. Below is the page type and how it is generated, a sample of 10-20 real URLs with t…
2 copiesRebuild your pipeline when your best lead source dries up
You are a sales leader who just lost the channel that produced most of our pipeline. Below is what the source was, what it produced, and what else we have. Build the 30-day replace…
2 copiesDecide whether to open up part of your product for free
You are a strategy advisor. Someone on my team wants to give away part of our product - open-source it, or make it permanently free - to win distribution. Below is what we would gi…
2 copiesAnswer an acquisition feeler you were not expecting
You are advising a founder who just received an informal approach about being acquired. Below is what was said, who said it, and our current numbers. Tell me how to respond this we…
Decide how much of a gated resource to put in front of Google
You are the SEO lead for a company whose best content sits behind a form. Below is the asset and the queries we want it to rank for. Decide what goes public and what stays gated. …