RevenueFlows AI
Category · 23 posts

Case Studies

Real rebuilds, real numbers, real dollars moved.

Start here Ecommerce Case Studies With Real Numbers: What Moved Revenue Most ecommerce case studies are trophies: a big percentage and no baseline. These are receipts. A bedding brand, three Amazon products and a new launch, every number with its inputs. Read the complete guide →
Case Studies 2 flows Drove two thirds of Club L's Klaviyo revenue (Klaviyo case study)

Klaviyo Case Studies: What Top Brands Report From Flows

I read eight published Klaviyo case studies for the pattern. Club L got two thirds of its email revenue from two flows. Here's what actually moved the numbers, and what none of them mention.

Case Studies $125 to $231 Average order value, Shopify bedding store, same traffic

Bundle Case Study: How Order Value Went From $125 to $231

A Shopify bedding store took its average order value from $125 to $231 on the same traffic. Here's the math behind the $106 per order, what bundles had to do with it, and how to check your own bundle margins.

Case Studies 1.0% to 4.4% Conversion rate, three rebuilt product pages, same traffic

Ecommerce Case Study: Conversion Rate Before and After

Three rebuilt product pages, the same traffic, and conversion rates that went from 1.0% to 4.3%, 4.4% and 4.3%. Here's what we measured, how we measured it, and the first-week number we refused to report.

Case Studies 4.4% but $152 Adjustable pillows: best conversion rate, smallest order

Pillow Product Page Case Study: Why Order Value Moved Less

The adjustable pillows page had the best conversion rate of the three bedding products we rebuilt, 4.4%. It still finished last, because the order only grew from $125 to $152. Here's why some products bundle better than others.

Case Studies $1.25 to $10.92 Revenue per visitor, cooling bamboo sheets, same traffic

Cooling Sheets Case Study: $10.92 Revenue Per Visitor

Same store, same 4.3% conversion rate as its sister product. The cooling sheets still earned $1.42 more per visitor. Here's the lever that did it, with every input shown.

Case Studies $1.25 to $9.50 Revenue per visitor, copper bamboo sheets, same traffic

Copper Bamboo Sheets Case Study: Conversion 1 to 4.3 Percent

One sheet set. Same traffic. Conversion rate 1.0% to 4.3%, average order value $125 to $221, revenue per visitor $1.25 to $9.50. Here's the math, and what a rebuilt page changes.

Case Studies 70.22% Average documented cart abandonment rate (Baymard Institute, 50 studies)

DTC Benchmarks 2026: 25 Public Metrics in One Place

25 public ecommerce benchmarks for 2026, from conversion rate to repeat rate, each one linked to the report it came from. Plus the one number no benchmark can hand you.

Case Studies 27% Share of TikTok trends still relevant after two weeks (Publicis Groupe APAC)

TikTok Viral Products Lifespan: How Long Trends Last

Nearly half of TikTok trends are gone within five days. Here's the 90-day tracking study that tells you which viral products fade, which ones hold, and what to do with your page either way.

Case Studies 4.0x Hypothetical revenue gap, same traffic

Shopify Home Goods Conversion Rate: What Strong Stores Do

The 4 product page variables we keep seeing separate strong Shopify home goods stores from stuck ones: headline, photography, bundle position, and proof. Plus the math on why they compound.

Case Studies $94 Median DTC Average Order Value

DTC Average Order Value Statistics: 2026 Benchmark Report

What's a good average order value for a Shopify DTC brand in 2026? We break down benchmarks by category, the math that ties average order value to revenue per visitor, and the levers that move the number.

Case Studies $4,200/mo DTC profit leak closed

The $60K Store That Was Actually Losing Money

A DTC skincare founder was clearing $60K a month and thought the business was working. The profit audit revealed a $4,200 monthly leak hiding in plain sight.

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