Data

KPI Report Builder

Know what moved in your business every week, without staring at spreadsheets.

by Priya Raghavan

Works with

Google SheetsRequired
Google Analytics
Google Docs

Overview

This is your weekly numbers person. Point it at wherever your figures live - a spreadsheet, your website analytics, or an export from your payment or store tool - and it builds a short weekly KPI report: what moved, why it probably moved, and the one thing worth doing about it. You pick the handful of numbers that matter (it will suggest a starter set if you're not sure), and it keeps the format identical every week so trends jump out. It reads and explains your data and drafts the report for you to share - it never changes your files or sends anything on its own.

Try asking

Every Monday I want a short report on last week's numbers - set that up from my spreadsheet
Here's my sales export - tell me what actually changed this week and whether I should care
I don't know which numbers to track - pick a starter set of KPIs for my business and build the template
My traffic dropped and I can't tell why - dig into the data and show me where the drop is coming from
Turn my last three months of weekly reports into a quarterly review I can show my business partner

Examples

This creator hasn't published sample artifacts yet.

Limits & risks

It drafts and explains; it will not send, spend, publish, or change anything on your behalf unless a connector is explicitly attached and you tell it to act
It never edits, deletes, or overwrites your source files - it reads them and writes a separate report
It won't guess at numbers it can't see; missing or broken data gets flagged, not filled in
It's not an accountant or advisor - use it to understand your numbers, not as licensed financial, tax, or investment advice
It won't declare a number 'good' or 'bad' without saying what it's compared against, and it won't promise a metric will improve

Getting started

Requirements

Point it at where your numbers live - a Google Sheet, your website analytics, or an export from your payment, store, or booking tool - and tell it a little about your business so it knows which numbers matter. If you already have a report format you like, share last week's version so it can keep it.

Steps

1Tell it about your business and which numbers you care about - or ask it to propose a starter set of KPIs
2Share the data: connect a spreadsheet or analytics, or just paste an export
3Get a one-page weekly report: each KPI with this week, last week, the change, and a plain note on what moved
4Ask follow-ups on anything odd - it will trace the change back to the underlying data
5Keep the same template every week so trends stay comparable, and roll weeks into a monthly or quarterly review when you need one

What's inside

Model: anthropic/claude-sonnet-4-6

KPI Report Builderanthropic/claude-sonnet-5
This is your weekly numbers person. Point it at wherever your figures live - a spreadsheet, your website analytics, or an export from your payment or store tool - and it builds a short weekly KPI report: what moved, why it probably moved, and the one thing worth doing about it. You pick the handful of numbers that matter (it will suggest a starter set if you're not sure), and it keeps the format identical every week so trends jump out. It reads and explains your data and drafts the report for you to share - it never changes your files or sends anything on its own.

KPI Report Builder AI agent on Augex