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Testing Causality: Return Rate Surge After BNPL Adoption (2025)
 
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Testing Causality: Return Rate Surge After BNPL Adoption (2025)
WarpDriven
Testing Causality: Return Rate Surge After BNPL Adoption (2025)
Image Source: statics.mylandingpages.co If your returns spiked after introducing BNPL, you’re not alone. Returns are a massive cost center—U.S. retailers saw roughly $685B in returns in 2024, with abo...
19/09/2025
Discounts Inflate AOV but Ruin Margin—Profit-Aware KPI Redesign
WarpDriven
Discounts Inflate AOV but Ruin Margin—Profit-Aware KPI Redesign
Image Source: statics.mylandingpages.co Aggressive discounting can make Average Order Value (AOV) look great while quietly crushing profitability. In promo-heavy periods, it’s common to see AOV tick u...
19/09/2025
High add-to-cart, low checkout start: narrowing to root causes
WarpDriven
High add-to-cart, low checkout start: narrowing to root causes
Image Source: statics.mylandingpages.co If your cart adds look healthy but “Begin checkout” barely moves, you’re not dealing with demand—you’re dealing with friction. This article distills a field-tes...
19/09/2025
Why do purchases exceed sessions? Reconciling analytics paradoxes in GA4 and ecommerce
WarpDriven
Why do purchases exceed sessions? Reconciling analytics paradoxes in GA4 and ecommerce
Image Source: statics.mylandingpages.co If you’ve opened a dashboard and seen more purchases than sessions, your first reaction might be, “That’s impossible—did our data break?” In most ecommerce setu...
18/09/2025
A/B Test Flatlines in 2025: Power, Variance, or Instrumentation?
WarpDriven
A/B Test Flatlines in 2025: Power, Variance, or Instrumentation?
Image Source: statics.mylandingpages.co When an A/B test comes back “flat,” it’s tempting to declare “no effect” and move on. In practice, most flatlines fall into three buckets: instrumentation probl...
18/09/2025
Revenue Doesn’t Match Finance: A Step‑by‑Step Reconciliation for eCommerce and Omnichannel
WarpDriven
Revenue Doesn’t Match Finance: A Step‑by‑Step Reconciliation for eCommerce and Omnichannel
Image Source: statics.mylandingpages.co If your sales dashboard shows one number while the general ledger (GL), bank, or processor reports show another, you’re not alone. This tutorial walks you throu...
18/09/2025
Attribution Spikes After Email Sends—Legit or Artifact? [2025 Best Practices]
WarpDriven
Attribution Spikes After Email Sends—Legit or Artifact? [2025 Best Practices]
Image Source: statics.mylandingpages.co If you see conversions surge right after an email blast, assume neither miracle nor malfunction—assume hypothesis. In practice, I treat every post-send spike as...
18/09/2025
Segment/CDP vs Native SDKs for Ecommerce Instrumentation — Trade-offs (2025)
WarpDriven
Segment/CDP vs Native SDKs for Ecommerce Instrumentation — Trade-offs (2025)
Image Source: statics.mylandingpages.co Choosing how you instrument ecommerce data in 2025 isn’t just a tooling question—it’s an architectural bet that touches privacy, performance, data quality, and ...
17/09/2025
Warehouse-to-Product Analytics Sync Patterns: What Works (and When)
WarpDriven
Warehouse-to-Product Analytics Sync Patterns: What Works (and When)
Image Source: statics.mylandingpages.co If you manage product analytics at scale, you’ve probably felt the push and pull between freshness, cost, and governance. Teams want dashboards that reflect the...
17/09/2025
Using Reverse ETL to Push Segments to Ads & ESP—Real Examples (2025)
WarpDriven
Using Reverse ETL to Push Segments to Ads & ESP—Real Examples (2025)
Image Source: statics.mylandingpages.co If you already have clean, modeled data in your warehouse, the fastest way to turn it into revenue is to activate it—push high-intent segments into ad platforms...
17/09/2025
Amplitude Experiment vs. Dedicated A/B Testing Tools (2025): Cost, Speed, Accuracy
WarpDriven
Amplitude Experiment vs. Dedicated A/B Testing Tools (2025): Cost, Speed, Accuracy
Image Source: statics.mylandingpages.co If you’re weighing Amplitude Experiment against purpose-built A/B testing platforms, three questions usually decide it: What will it cost at your traffic and da...
16/09/2025
Connecting Shopify/BigCommerce Events to Amplitude/Mixpanel: A Complete Setup Guide
WarpDriven
Connecting Shopify/BigCommerce Events to Amplitude/Mixpanel: A Complete Setup Guide
Image Source: statics.mylandingpages.co This hands-on guide shows you exactly how to capture key commerce events from Shopify and BigCommerce and deliver them reliably to Amplitude and Mixpanel—using ...
16/09/2025
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