Automatically document your
dashboards and apps

runQL documents and indexes Sigma dashboards and Retool apps with helpful context, so your team can find the right resource instantly.

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Data Hub > Jaffle Shop Workbook (Sigma) > Customers Page

Customers

This Sigma page gives us a clear view of who are best customers are and how they behave over time. You can compare customer groups, see total orders and total spending, and review the top customers by lifetime spend and order history.

Glossary:

Order Management Sales Analysis Product Details Product Pricing

Domains:

Retail E-commerce

# Orders by Customer Type

Lifetime Orders by Customer Type

What are the total lifetime orders for customers by type?

This graph gives an overview of customer lifetime orders, categorized by customer type. It includes the total order counts and spend for those orders.

Customer List

A list of Customer Orders and Amounts

What is the order and spending history for a customer?

This data provides the customer order history and spend for each customer. This includes all orders for each customer up to a maximum of 1,000 customers.

Lifetime Spend for Customers

Top 1000 Customers by Lifetime Spend

Who are the top 1000 customers based on their lifetime spending?

This graph provides details on our top 1000 customers based on their total lifetimes spending. It includes pre-tax and after-tax total spending.

What gets created automatically?

Not just links, all the context to find the right resource quickly.

Sigma Resources

Catalog workbooks, pages, tables, and charts.

Retool Resources

Catalog apps, pages, tables, and charts.

Usage Signals

Usage and last clicked timestamps.

Semantic Search

Business descriptions become fully searchable for easy discovery.

Full Descriptions

"What this is used for" descriptions in plain language.

Related Data

Links to related data definitions and saved answers.

How it works

One-time setup, continuous updates.

Connect Resources

Connect your Sigma or Retool instance.

Index Metadata

Automatically create indexes for each resource.

Create Documentation

Automatically create rich documentation.

Continuous Updates

Updates instantly when things change.

Edit anything to customize it as needed

You’re not stuck with the automated text. Your team owns the final definitions.

Edit any workspace/app or page descriptions, glossary terms, or tags.
Human overrides - your specific wording automatically becomes the source of truth.
Add usage notes (e.g., “don’t use this for revenue reporting”).

Lifetime Spend for Customers

By Rob D Updated Jan 02, 2026

Published

320 24

Example Question

Who are the top 1000 customers based on their lifetime spending?

Definition

This graph provides details on our top 1000 customers based on their total lifetimes spending. It includes pre-tax and after-tax total spending.

Recent Activity

Last 24h

New Dashboard Indexed

2m ago

"Q4 Sales Performance" was added from Sigma Production.

New App Indexed

1h ago

"New Customers" was added from Retool.

New Column Added

3h ago

Column `user_mapping` was added in Salesforce.

View all activity

It stays current as dashboards and apps change

No more ‘the dashboard moved’ or ‘I can’t find it anymore.’

New dashboards & apps get indexed automatically.
Renames and moves don’t break discovery.
Find the right resource even if you don’t know the folder path.

Remove hours of hunting and duplicate work

Most teams lose time because they can’t find the right thing fast, not because it doesn't exist.

Manual Reality

Spend months manually creating and maintaining documents that describe workspaces, dashboards and apps.
Team members and new hires spend hours trying to find resources, clicking through navigation folders.
Teams build near-duplicates because they didn’t know something already existed.

With runQL

Automatically created and maintained descriptions, you just edit as needed.
Search by business question or keywords, not folder structure.
Reuse what exists instead of rebuilding something new from scratch.

Automatically document your
dashboards and apps

# Orders by Customer Type

Customer List

Lifetime Spend for Customers