News
ad spend / ROAS / marginal ROAS / budget allocation / ecommerce advertising
Why More Ad Spend Doesn't Always Mean More Profit: Reading Ad Saturation in EC
EC / acquisition / web ads / SEO / channel comparison
EC Customer Acquisition: Comparing 12 Channels by Cost, Speed, and Fit
Ecommerce / EC cart / Channel analytics / Attribution / Revenue analytics
Channel Analytics in 4 Japanese EC Carts: How Far Can You See Where Sales Come From
Web analytics / GA4 / Ecommerce / Tool comparison / Revenue analytics
Choosing an EC Analytics Tool: GA4 and Free Trackers vs a Revenue Dashboard
ad effectiveness / measurement / attribution / UTM / ecommerce
Ad Effectiveness Measurement: How to Tell Which Ads Actually Drove Sales in EC
RPS / AOV / EC metrics / average order value / revenue breakdown
RPS vs AOV: Which Metric Should Drive Your EC Decisions?
attribution / last-click / ad budget / measurement / channel evaluation
Moving Budget on Last-Click Alone Costs You: How to Read Attribution Right
ROAS / channel evaluation / new customers / contribution margin / ad budget
Why High-ROAS Channels Can Be Risky: Splitting New from Returning Customers
churn rate / customer retention / repeat rate / LTV / ecommerce metrics
What Is Churn Rate: Why Ecommerce Revenue Quietly Slips and How to Notice It
MER / ROAS / advertising metrics / ad efficiency / attribution
Summing Platform ROAS Overstates It: Use MER to See True Ad Efficiency
Psychological pricing / Pricing strategy / Pricing / AOV / EC operations
Psychological Pricing for EC: Using Charm Prices and Good-Better-Best to Lift AOV
ROAS / ROI / advertising metrics / ecommerce analytics / marketing ROI
ROAS vs ROI: How EC Businesses Can Stop Confusing the Two Metrics
Bot traffic / Web analytics / Channel evaluation / Measurement literacy / GA4
What Is Bot Traffic? Causes That Skew Channel and Ad Evaluation, and How to Exclude It
Search Console / Anonymized queries / SEO / Measurement literacy / GA4
Why Your Search Console Clicks Don't Add Up: How to Read the Data Without Misjudging SEO
CPC / Cost Per Click / EC metrics / Ad operations / ROAS
What Is CPC? Cost Per Click Formula, Industry Benchmarks, and How to Lower It
Impressions / Ad views / Reach / EC metrics / Ad operations
What Is an Impression? Meaning of Ad Views, and How It Differs from Reach and CTR
RFM analysis / customer analysis / ecommerce metrics / repeat rate / revenue analysis
What Is RFM Analysis: Ranking Ecommerce Customers by 3 Metrics to Decide Revenue Tactics
ARPU / ARPPU / ecommerce metrics / marketing metrics / revenue analysis
ARPU (Average Revenue Per User): Formula, Industry Benchmarks, and the Difference from ARPPU
CAC / Customer Acquisition Cost / LTV / EC metrics / Marketing metrics
CAC (Customer Acquisition Cost): The Formula, Benchmarks, and Its Link to LTV
Discounts / Markdowns / Pricing / AOV / EC operations
Discounts and Markdowns in EC: How to Cut Prices Without Killing Profit
Pricing / Pricing Strategy / Value-based pricing / EC operations / AOV
EC Pricing Strategy: How to Set Prices and Value Benchmarks by Industry
Cross-selling / AOV / Average Order Value / EC / Revenue Growth
Cross-Selling Explained: 5 Industry Patterns to Lift AOV with Add-Ons
Gross Margin / Ecommerce Metrics / Break-Even Point / ROAS / Profit Margin
Gross Margin for Ecommerce: Formula, 5 Industry Benchmarks, and Break-Even ROAS
CPA / Cost Per Acquisition / Ad Efficiency / ecommerce / ROAS
What is CPA? Cost Per Acquisition Basics, Formula and How to Set the Right Target
CTR / Click Through Rate / Ad Efficiency / ecommerce / CPA
What is CTR? Click Through Rate Basics, Formula and Industry Benchmarks
Upselling / AOV / Average Order Value / EC / Revenue Growth
Upselling Explained: How to Lift AOV with Industry-Specific Tactics
Benefit / EC Marketing / Conversion / AOV / CVR
Benefit Design for Ecommerce — 3 Types, 4 Industry Benchmarks, 5 Tactics
AOV / Average Order Value / Ecommerce / Revenue Operations / Risk Management
AOV Uplift Risks and Defense — Protect CVR, Stock, and LTV in 2026
CVR / AOV / Revenue Equation / Ecommerce / Revenue Optimization
Simultaneous CVR × AOV Uplift Revenue Simulation — A Realistic 2026 View
CVR / ConversionRate / Ecommerce / RevenueImprovement / UX
30-point CVR checklist: a site audit list that actually moves revenue
GA4 / UTM / Analytics / Email / SMS
What channel are Email and SMS in GA4? Google's official .xlsx has the answer
Meta Ads / Facebook Ads / UTM / GA4 / Analytics
What goes into utm_medium for Meta Ads — explained by GA4's official regex
TikTok Ads / LinkedIn Ads / UTM / GA4 / Analytics
What goes into utm_source for TikTok and LinkedIn Ads — Google's official list has the answer
Web analytics 101 / GA4 / Key Events / Conversions / Measurement model
GA4 Conversions vs Key Events — The Basics Every Marketer Keeps Mixing Up
GEO / SEO / Generative AI search / AI Overview / Content strategy
Google officially debunks 5 GEO myths in 2026 — llms.txt and chunking are not required
Web analytics 101 / Bounce Rate / Exit Rate / GA4 / Engagement Rate
Bounce Rate vs Exit Rate — The GA4 Basics You Were Afraid to Ask
Web analytics 101 / GA4 / Events / Sessions / Measurement model
GA4 Events vs Sessions — What Each One Counts and Why They Differ
Web analytics 101 / Sessions / Page Views / Users / GA4
Sessions vs Page Views vs Users — The Basics You Were Afraid to Ask
GA4 / EC / Funnel Analysis / Conversion / Revenue Analysis
GA4 E-commerce Funnel Setup: From View to Purchase Drop-off Tracking
Shopify / GA4 / Revenue Analysis / RPS / EC Analytics
Shopify×GA4: Metrics That Matter After Setup — 4-Step Revenue Analysis
CVR / AOV / Revenue Growth / EC / Conversion Rate / AOV Improvement
How to Increase CVR and AOV Together: 4 EC Tactics (2026)
LTV / Customer Lifetime Value / ecommerce / revenue optimization / marketing metrics
5 LTV Calculation Methods and a 3-step Self-measurement
RPS / ad budget allocation / case study / Shopify / EC metrics
How Three Shopify ECs Reallocated Ad Budget by RPS for +5-20% Revenue
RPS / CVR / EC metrics / ad budget allocation / analytics
RPS vs CVR: A Two-Axis Framework for EC Ad Budget Allocation
EC measurement / MMM / incrementality / AI analytics / marketing trends
2026 EC Measurement: 5 Trends and Which One You Should Prioritize
TCO / Matomo / Umami / Looker Studio / EC analytics / Web analytics / RevenueScope
Self-Build vs RevenueScope: 1-Year TCO for EC Revenue Dashboards
Triple Whale / Comparison / Ecommerce Analytics / Japan EC / RevenueScope
Triple Whale vs RevenueScope: Pricing, Features & Japan EC Comparison
RPS / Revenue Per Session / industry-benchmarks / ecommerce-metrics / ad-efficiency
Industry RPS Benchmarks 2026: 5 DTC Verticals Compared
ROAS / Return on Ad Spend / ROI / CPA / Breakeven ROAS / EC
ROAS Explained: Formula, ROI/CPA Differences, Breakeven
RPS / Revenue Per Session / ecommerce / marketing-metrics / ad-channel-attribution
Revenue Per Session: Compare EC Ad Channels by Revenue (2026)
GA4 / Event Setup / Custom Events / Analytics / E-commerce
GA4 Event Setup Guide: Auto / Recommended / Custom Layers
Revenue Dashboard / BI Dashboard / Dashboard Design / KPI Dashboard / EC
Revenue dashboard design done right: 5 KPIs and channel RPS
AOV / ecommerce / revenue / marketing-metrics / RPS
AOV (Average Order Value): Formula and 10 Tactics to Raise It (2026)
Third-party cookie / First-party measurement / Privacy / EC analytics / Cookieless
Cookieless EC measurement: a 4-step shift to first-party
KPI / Marketing KPIs / KPI Design / ROAS / RPS / EC
Marketing KPI design: 5 metrics that drive decisions
Heatmap / Heatmap Tools / Microsoft Clarity / Hotjar / Ecommerce
Heatmap Tools 2026: Hotjar vs Clarity vs Crazy Egg Compared
UTM / UTM Parameters / GA4 / Web Analytics / EC
UTM: 4 patterns breaking GA4 channel grouping
ROAS / Ad Efficiency / ecommerce / breakeven / ROI
ROAS Guide 2026: Formula, Breakeven, and Four Improvement Levers
GA4 / Analytics / Attribution / not set / Unassigned
GA4 unknown traffic: why fix alone fails
GA4 / Analytics / Attribution / Direct Traffic / Referrer
GA4 'Direct / (none)' Guide 2026: 5 Causes and Fix Order
Meta Ads / Facebook Ads / UTM / GA4 / Analytics
Meta Ads utm_source: Use "facebook", Not "meta" (GA4 Official)
GA4 / Shopify / E-commerce / Setup Guide / Analytics
GA4 e-commerce setup in 30 minutes — Shopify edition
GA4 / Analytics / Data Utilization / E-commerce / Ad Measurement
GA4 in Japan: 71% installed, only 11% actually using it
GA4 / Ad Measurement / CVR / E-commerce / KPI
GA4 isn't a revenue tool — the metric EC operators miss
Multi-Touch Attribution / Last Click / Ad Budget / E-commerce / KPI
The last-click trap distorting ad-budget decisions
EC revenue strategy, grounded in data and practice