Sales Analytics Services
Invest in Sales Analytics that Shows Revenue Patterns
Our sales analytics connects sales channels from Shopify, TikTok Shop, Amazon, Meta, Google and other platforms to extract key insights that could improve performance.
- Sales Analytics
- Customer Analytics
- Product Analytics
- Inventory Analytics
- Marketing Analytics
- Financial and Profitability Analytics
- TikTok Shop Analytics
- years in retail data
- 9+
- Analytics Services
- 6+
- Retail Focused
- 100+
- Clients Served
- USA
Capability & Integration
Connect Sales Channels to Build Strategic Revenue Insights
Sales data lives across different platforms. At Data Analytics Stack, we connect all relevant sales channels to build a unified sales data analytics system that turns raw data into insights for improved revenue across departments.
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Shopify
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Amazon
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TikTok Shop
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Meta
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Google
- More
The Problem
Your Sales Data is Growing. But it doesn't Tell You What to do.
You have orders, products, revenue, and customer data with no clarity on the areas for growth and opportunities for improvement.
Shopify, Amazon, TikTok Shop and wholesale each report in their own format, so the same week can look like growth in one channel and decline in another.
A healthy revenue total can hide a falling average order value, rising refunds or a product that quietly stopped converting.
Dashboards show what happened last week, but not why it happened or which action would make the biggest difference next week.
Questions We Answer
Clear Answers on Revenue and Customers
Good sales analytics should help you understand numbers to create a simplified overview that helps make sense of scattered sales data and get clear answers on revenue and customers. We create unified insight reports so you spend less time searching for solutions.
- Is our AOV improving?
- Which sales channels are driving the most revenue?
- Which products are doing well, and which are underperforming?
- Where are your biggest opportunities?
- Are changes in conversion affecting your overall revenue?
- Which channels deserve more attention?
- What factors are driving sales performance?
- What actions are necessary to help you thrive?
What We Analyse
Sales Data Across Orders, Channels, Products and Behaviour
Retail sales analytics examines sales data in different areas of your business to see which factors are boosting growth and revenue. Our sales data analytics looks beyond the numerical data; we identify patterns to explore opportunities across orders, channels, products, and customer behaviour.
Revenue
Understand which products are selling and bringing in the most revenue.
Products
Learn which products are driving the most sales and which are underperforming.
Sales Channel
Compare sales performance across different channels to find revenue streams.
Orders
Track orders and changes in customer purchasing patterns over time.
Average Order Value
Understand how much each customer is spending on products.
Conversion Rate
See how effectively your website traffic turns into paying customers.
Sales Trends
Identify sales performance patterns to make wiser business decisions.
User Behaviour
Explore user behaviour patterns that can have the most influence on sales.
See It In Action
See All Your Sales Performance in One Unified View with Sales Analytics Dashboard
What You Get
Here's What You Get from Managed Sales Analytics
With our retail sales analytics, you get more than just insights; you get a structured analysis of sales performance to get a clear interpretation of raw data.
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Connected Sales Data
Relevant sales data brought together in unified and clear reporting.
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Performance Reporting
Regular performance tracking to identify success factors.
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KPI Tracking
Review of crucial sales metrics for consistent performance.
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Trend Analysis
A complete report of changes in revenue, AOV, and user behaviour.
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Actionable Insights
Critical findings from sales data to make wiser decisions.
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Ongoing Support
Insights translated into a clear action plan with recommendations.
From Data to Insight
Go From Sales Data to Lucrative Business Decisions
With our sales performance analytics, you see data-driven findings that contribute to your business's growth. The raw analytics data rarely offers any insights; you need insight that turns it into a profitable decision.
Data
AOV has decreased in the past two months.
This data tells you what is happening, but not how or why it’s happening.
Insight
AOV decline is linked to abandoned carts resulting from increased bounce rates.
This insight gives you a clear direction on how to fix the decline and where to look for solutions.
Decision
Investigate the bounce rates and determine the right action to improve them.
A clear next step with a measurable target, so the team knows what to change and how success will be judged.
KPIs We Track
The Metrics That Directly Impact Revenue and Profitability
Our sales analytics aim to help explain the factors that directly impact revenue and profitability. We track KPIs that give clear and direct answers about core sales performance issues.
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Revenue
How much profitability your business is generating and its evolution over time.
$842,600 ▲ 11.2% -
Orders
How order volume is changing and what user behaviour is triggering it.
3,410 ▲ 7.4% -
Average Order Value
How much customers spend per order and how it is changing.
$247 ▲ 3.6% -
Conversion Rate
How qualified leads are turning into paying customers.
2.9% ▲ 0.4 pts -
Sales Growth
How revenue is changing over time.
11.2% ▲ vs prior -
Channel Performance
How different sales channels impact the overall profitability.
4 channels Shopify leads -
Product Performance
Which products are contributing the most revenue.
$128,400 Top product
Every KPI offers a unique insight for improved sales performance.
Business Decisions
What can Sales Analytics help you decide?
Sales performance analytics play a key role in helping you answer critical sales performance questions that can make or break your business. Our sales analytics reporting helps you decide:
Which channels to use
We help you understand where sales are coming from and which channels to prioritise.
Which products to focus on
Our analytics reports help you find products that are bringing in the most revenue.
Which factors to improve
Learn which factors cause losses and address them in a timely manner.
What to investigate
We help you identify issues to investigate before they become a bigger problem.
What opportunities to invest in
Our analysis shows which areas deserve more marketing efforts.
Who This Is For
Build for Retail Businesses
Retail Sales Analytics is for business that use multiple sales channels to generate profit and have sales data that needs analysis and clear reporting. Whether you use Shopify, WordPress, or Facebook to sell products or services, we can help you find and use meaningful insights to help improve sales performance.
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Shopify and DTC
For e-commerce businesses looking to understand revenue, orders, purchase histories and user behaviour in Shopify stores.
- REVENUE
- $381K
- ORDERS
- 1,540
- AOV
- $247
SALES FUNNEL — SESSIONS TO REPEAT ORDER
How We Manage
How We Manage Your Sales Analytics
Our managed sales analytics consulting services combine sales performance data from interconnected sources into unified reporting for clear interpretation. We continuously and consistently analyse sales performance for improved ROI.
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Step 1 of 6
We Connect
We bring together the sales data your business already has for an analytical review.
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Step 2 of 6
Organise
We structure raw data so different information can be reviewed efficiently.
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Step 3 of 6
Analyse
We examine your KPI, sales data, and orders to understand important changes.
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Step 4 of 6
Interpret
We interpret the analytical results and numbers in the context of your business.
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Step 5 of 6
Recommend
We recommend changes that can bring about the most meaningful results.
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Step 6 of 6
Review
We continuously review your sales performance to discover new opportunities.
From Raw Sales Data to Measurable Action Plan
We had so much information that we could not make sense of, but thanks to Data Analytics Stack, we connected our Shopify store with multiple channels to identify profit margins and the gaps where we were losing money. Within three months, we were able to increase our profit by 10X within a few months.
Our Shopify store was generating revenue but we were still losing profit. Data Analytics Stack helped us measure channel performance to find gaps that were making us lose profit. We learned the exact channel performance and took decisions that improved our scalability.
We knew our wholesale business was growing, but we didn't know exactly where the revenue was coming from. Data Analytics Stack helped us understand our customers and products that were bringing us the most profit to restock products that are in most demand.
Related Resources
Explore More to Find Opportunities for Growth
Build a better understanding of sales across your business with tools, metrics, and concepts that facilitate better decisions.
KPI Library
Get a better understanding of critical sales metrics that drive profitable performance, including AOV meaning and other KPIs.
Blog
Explore practical guides and expert advice regarding sales analytics, e-commerce data, and customer behaviour for better decisions.
Guide
Go deeper into processes and principles to gain valuable insights about sales performance and its impact on your overall profitability.
Tool
Use a sales analytics dashboard to get a clear perspective on sales performance across the business for significant sales improvements.
FAQ
Common Questions About Sales Analytics
AOV means average order value. It tells businesses the average amount a customer spends on a single order. Tracking AOV is an important KPI that reveals customer purchase patterns.
In sales analytics, AOV is calculated as total revenue divided by the number of orders over a period. We track it by channel, product and customer segment, so you can see whether changes in revenue come from more orders or from customers spending more per order.
A higher AOV means more revenue from the same amount of traffic and marketing spend. Monitoring AOV helps you spot pricing, bundling and discounting issues early and shows which products and channels bring in the most valuable orders.
Start by measuring conversion at each step of the journey, from sessions to product views, add to cart and checkout. Then fix the biggest drop-off first: clearer product pages, simpler checkout, transparent shipping costs and relevant follow-up for abandoned carts.
Common levers include product bundles, free-shipping thresholds, cross-sells and upsells at checkout, and loyalty offers for repeat customers. Sales analytics shows which of these actually move AOV for your store, so you invest in the ones that work.
We connect your sales channels, organise the raw data, track the KPIs that matter (revenue, orders, AOV, conversion rate, sales growth, channel and product performance) and deliver regular reporting with clear recommendations and ongoing support.
Shopify reports show what happened in one channel. Sales analytics brings Shopify, Amazon, TikTok Shop, wholesale and marketing data together, explains why the numbers are changing and tells you what to do next.
Make the Most of Your Sales Data with Sales Analytics Services
Your business has the sales data; we have the expertise to turn it into meaningful insights.
- Free Consultation
- No Commitment
- No Technical Knowledge Required