Retail & eCommerce

Stop guessing. Start knowing exactly what drives your retail growth.

Retailers generate enormous amounts of data every day — from online stores, POS systems, and marketing channels. We bring all of it together into one clear analytics system, so you always know what is working and what is not.

Retail & eCommerce analytics
Revenue
$284K
↑ 18%
Orders
3,021
↑ 12%
AOV
$94
↑ 6%
Gross margin
38%
↑ 2pp
Revenue trend — last 7 months
Sales by category
Apparel42%
Accessories28%
Footwear18%
Other12%
Top products
Linen Summer Set$44K
Classic Tote Bag$31K
Canvas Sneaker$28K
Channel performance
Shopify$162K
Amazon$84K
Wholesale$38K
Key challenges

The problems retail businesses face every day

Most retailers are sitting on more data than they can use. The challenge is not collecting it — it is seeing what it actually means for your business.

Performance questions you cannot easily answer

  • Which products actually drive profit — not just revenue?
  • Are discounts and promotions helping margin — or hurting it?
  • Which customers buy repeatedly and which disappear after one order?
  • Which marketing channels generate real, profitable revenue?

Operational blind spots slowing your growth

  • Stock running out on your best sellers while slow movers pile up
  • No single view of performance across all your sales channels
  • Hours wasted every week manually pulling and stitching together data
  • Gut-feel decisions on pricing, promotions, and inventory replenishment
Dashboard example

What your retail analytics dashboard looks like

Every dashboard is built and managed by our team — tailored to your specific business, not a generic template dropped on your desk.

Retail & eCommerce — Performance Overview
March 2026 · Updated daily
Total revenue
$284K
↑ 18% vs last month
Orders
3,021
↑ 12% vs last month
Avg order value
$94
↑ 6% vs last month
Conversion rate
3.4%
↑ 0.3pp vs last month
Gross margin
38%
↑ 2pp vs last month
Revenue trend — monthly
AugSepOctNovDecJanFebMar
Channel revenue split
Shopify$162K
Amazon$84K
Wholesale$38K
Top products by revenue
Linen Summer Set$44K
Classic Tote Bag$31K
Canvas Sneaker$28K
Woven Belt$19K
Customer retention
Repeat purchase rate41%
Avg orders/customer2.4
Customer LTV$248
Churn rate (90d)22%
Profitability
Gross margin38%
Net profit (after ret.)$81K
Return rate8.2%
Refund impact-$23K
KPIs we track

Retail KPIs tracked — in plain business language

Every metric we track is chosen because it answers a real business question that retail operators care about.

Revenue
Total and by channel, product, and time period — with trend lines showing direction, not just a snapshot.
Average order value
Track how much customers spend per order and whether it is improving — and understand what drives it up or down.
Conversion rate
How well your store turns visitors into buyers — and how that changes after every campaign, price change, or site update.
Customer lifetime value
The true long-term value of each customer — so you know exactly how much you can afford to spend to acquire a new one.
Repeat purchase rate
What percentage of customers come back — and how that changes over time across different cohorts and channels.
Inventory turnover
How fast your stock is moving — so you can stop tying up cash in slow movers and protect your top sellers from stockouts.
Gross margin
True margin after COGS — tracked by product, category, and channel so you know exactly where profitability is being made or lost.
Return rate
Returns by product and channel — so you can spot which SKUs are problematic and understand the real profit impact on your business.
Example insights

The questions your analytics will answer

These are the kinds of clear, actionable answers your retail analytics dashboard delivers every month — in plain English.

Revenue
Which products drive the most revenue — and which ones look good but actually destroy margin?
Your top 3 revenue products account for 42% of total sales — but after returns and discounts, only 2 of them are actually profitable at the SKU level.
Marketing
Which marketing campaigns actually convert into revenue — and which ones just drive traffic that never buys?
Meta Ads drives 41% of revenue but your email campaigns deliver 3.2x higher repeat purchase rate at a fraction of the cost per acquisition.
Customers
Which customers generate long-term value — and are you spending enough to keep them coming back?
Customers acquired via organic search have 68% higher LTV than paid social customers — but you are spending 5x more budget on paid social.
Inventory
Which products are likely to stock out in the next 30 days — and which ones are tying up cash with no demand?
3 top-selling SKUs will hit zero stock within 18 days at current velocity. Meanwhile 7 slow-moving SKUs represent $42K in tied-up inventory.
Profitability
Are your discounts and promotions growing revenue — or just eroding the margin you worked hard to build?
Last month's 20% promo drove 31% more orders but reduced net profit by $18K because of the combined impact of the discount and higher returns on promoted items.
Channels
Which sales channel is the most profitable — and is it worth expanding versus doubling down on what already works?
Your Shopify channel delivers 38% gross margin versus Amazon at 22% after fees. Shifting 15% of Amazon volume to Shopify could add $31K in annual profit.
What you will gain

What retail analytics actually delivers for your business

From day one, here is what changes when your retail data finally works for you:

One unified view of your entire business — revenue, customers, products, and margin in a single dashboard
Instant answers to the questions that used to take hours of spreadsheet work every week
Early warnings when revenue trends shift — before a small problem becomes a serious one
Confidence in every pricing, promotion, and inventory decision — backed by real data, not gut feel
A monthly insights report in plain English — not just charts, but clear commentary and recommended actions
Full visibility into true profitability — after every discount, return, and refund is properly accounted for
Who this is for

Built for retail & eCommerce operators

Shopify store owners

Selling $500K+ per year and ready to move beyond native Shopify reports to understand what is really driving growth and profit.

Multi-channel retailers

Selling across Shopify, Amazon, physical stores, or wholesale — and tired of managing fragmented data across multiple platforms.

Fractional CFOs & retail consultants

Advising retail clients who need reliable, always-on analytics without the cost of building an in-house data team.

Ready to unlock the insights hidden in your retail data?

Book a free 30-minute strategy call. We will review your current setup and show you exactly where your biggest growth opportunity is.