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Customer Intelligence 2
Use Case

Store Performance Reporting with Alteryx One

Gain holistic visibility into sales, traffic, labor, and customer data with automated dashboards that accelerate insights and strengthen accountability.

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Unlock Better Outcomes in Store Performance Reporting

According to Dresner Advisory’s 2023 Wisdom of Crowds Business Intelligence Market Study, retailers using consolidated dashboards achieve insights up to six times faster than those relying on fragmented reporting. Yet, many still manage separate systems for sales, traffic, labor, and customer satisfaction, delaying visibility into performance gaps and root causes. Alteryx One unifies these sources into automated, governed dashboards that deliver consistent KPIs across the enterprise. Leaders can compare stores, benchmark results, and act on real-time trends that drive profitability and operational excellence.

Fragmented
reporting systems

Disconnected data sources delay visibility into key performance trends across locations.

Manual
processes

Store and regional teams spend hours consolidating data manually, slowing insights.

Inconsistent
KPIs

Varying metrics across systems weaken accountability and transparency in performance reviews.

Poor
root-cause visibility

Without unified reporting, it’s difficult to see whether gaps stem from labor, sales, or operations.

Limited
executive oversight

Incomplete store data prevents senior leaders from seeing performance drivers across regions.

How Alteryx One Powers This Use Case

Alteryx One connects POS, traffic, labor, and customer data into governed workflows that power automated dashboards. Store, regional, and executive teams get a consistent, transparent view of KPIs like sales per labor hour, conversion rate, and service performance. With benchmarking and variance analysis, Alteryx delivers clear insight into what’s working, what’s not, and where to act—accelerating decisions that improve profitability and efficiency.

 

Integrated data access

Consolidates POS, payroll, foot traffic, and customer feedback into a unified analytics view.

Automated workflows

Replaces manual data pulls and spreadsheet-based reporting with scheduled dashboard updates.

Advanced analytics & AI

Identifies performance trends, benchmarks KPIs, and highlights variance drivers across stores.

Governance

Standardizes KPI definitions and ensures auditability through the AI Data Clearinghouse.

 

From Data to Business Value: How It Works

Your data inputs
  • POS, payroll, traffic, and customer data across stores and regions
  • Defined KPI frameworks for sales, labor productivity, and service performance
  • Governance policies for standardizing metric definitions
  • Collaboration across operations, finance, and merchandising teams
What Alteryx does
  • Combines and cleans store performance data across sources
  • Benchmarks KPIs and highlights variance against targets
  • Automates reporting frequency for weekly or monthly scorecards
  • Enables executive-level drill-downs from regional to store-level detail
How it works for you
  • Store managers track performance against goals in real time
  • District and regional leaders compare store performance with benchmarks
  • Operations teams identify and act on service, labor, or sales gaps
  • Executives view consistent, governed metrics across the network
 

Business value & ROI

Faster performance insights across every level of the organization

Reduced manual consolidation and reporting effort

Clear accountability with standardized KPI governance

Improved responsiveness to underperforming stores and regions

 

How Teams Like Yours Turned Challenges into Success

12x

increase in reporting output


Created a unified view across 13,600 stores in 48 countries.

“We’ve come to appreciate the power of the platform and what can be achieved. The holy grail for us was bringing country data together. We’ve not been able to do that previously because of all the naming conventions and I think we’re only really scratching the surface.”

Tim Rose, Head of International Operations
SPAR International

 
 

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Why Choose Alteryx One?

 

What Are the Store Performance Reporting Capabilities Unlocked with Alteryx One

 
Unified store analytics

Combines sales, labor, traffic, and customer data for a comprehensive performance view

 
Benchmarking and variance analysis

Highlights store-level performance gaps and their root causes

 
KPI governance

Maintains consistent, trusted metrics across regions and reporting cycles

 
Automated reporting

Generates dashboards and scorecards for managers and executives without manual input

 
Executive insight

Provides cross-store visibility with drill-down capabilities to guide strategic decisions