Pigeon Insights®

Ecommerce growth insights straight from the trenches

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297 insights

Latest insight
Profitability, Offers & Unit EconomicsThe Durable-Goods Retention Problem: Manufacturing Repeat Purchase When Your Product Lasts 5 Years

If your product lasts five years, your growth rate is just your LTV. Three ways to manufacture a second purchase from a low-repeat catalogue.

August 3, 2025
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6
min read
Latest insight
Scaling, Budgets & BiddingThe AOV-to-Cost-Cap Formula: How to Set Meta Bid Caps for Shopify Brands by Margin

A cost cap is just a CPA ceiling. Here's how to set Meta caps off your AOV and real margins, group products so they hold, and scale without choking delivery.

August 1, 2025
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6
min read
Latest insight
Creative Strategy, UGC & Ad ProductionSteal the Template, Not the Ad: A Copyright-Safe Way to Mine Competitor Statics

Sort competitor ads by run-time to find proven templates, then re-skin them legally. The 15/85 rule, and what makes a template worth copying.

July 30, 2025
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5
min read
Latest insight
Meta/Facebook Ads MasteryStop Making 5,000 Variations: What 'Reasonable Creative Diversity' Actually Means After Andromeda

After Andromeda, brute-force creative volume stops working. What reasonable diversity actually means, why you group by avatar and concept, and where AI helps.

July 28, 2025
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7
min read
Latest insight
Brand, Strategy & DTC TrendsNever Vibe-Diversify: 5 Data Points That Say It's Time to Spend Beyond Meta

Don't move spend off Meta on a hunch. Five data points that tell you if you genuinely have a new-reach problem, or just a fixable Meta creative one.

July 26, 2025
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6
min read
Latest insight
Operations, Team & AgencyThere Is No 'Best' Company Culture: What Hexclad, Ridge, and Simple Modern Prove About Building Teams

Hexclad, Ridge and Simple Modern run on opposite cultures and all win. The real variable is motivational alignment, not perks. Here's how to hire to fit yours.

July 24, 2025
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7
min read
Latest insight
AI & Automation for EcomWe Tier-Ranked the AI Tools Every DTC Ad Team Actually Uses in 2026 (Does It Move ROAS or Just Save Time?)

An honest, no-hype tier list of the AI research and creative stack for DTC ad teams, ranked by one question: does each tool move ROAS, or just save time?

July 23, 2025
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9
min read
Latest insight
CRO, Landing Pages & Retention97% of Orders Are Single-Category: Why Your Cross-Sell Flows Are Built Wrong

Tag your orders by category and ~97% come back single-category. Why catalogue-blast cross-sell flows fail, and how to sequence buyers one category at a time.

July 21, 2025
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6
min read
Latest insight
Measurement, Attribution & IncrementalityMeta's 2026 Attribution Changes Explained: Link-Click-Only Reporting and Incremental With Cost Caps

Two Meta changes hit in 2026: link-click-only attribution in March and incremental-with-cost-caps from December. Why your reported ROAS drops and why it's fine.

July 19, 2025
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6
min read
Latest insight
Profitability, Offers & Unit EconomicsModeling Profit at a 0.8 ROAS: How Subscription Brands Outspend Everyone on Meta

For subscription brands, a sub-1 ROAS can be the plan, not the panic. Here's the LTV-and-payback model, the churn reality, and the blended-CAC trap.

July 17, 2025
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7
min read
Latest insight
Scaling, Budgets & BiddingWhy Cost Caps Quietly Kill Your Growth (Even When CPA Looks Great)

Your CPA looks great but the account won't grow. That's usually a cost cap starving new-customer acquisition. Here's the teardown and when caps still earn it.

July 15, 2025
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6
min read
Latest insight
Creative Strategy, UGC & Ad ProductionBuild a 40-Template Static Ad Playbook From Your Swipe File

AI didn't solve creative volume, it sped up your average ad. Here's how to turn a swipe file into a 40-template static ad playbook, and what earns a slot.

July 13, 2025
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7
min read
Latest insight
Meta/Facebook Ads MasteryYour Creative Is Your Targeting: How Meta Actually Decides Who Sees Your Ads

Two ads, same broad ad set, one reached 94% men. Here's why targeting now lives in your creative, not your settings, and how to write hooks that cast the buyer.

July 12, 2025
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7
min read

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“If you’re serious about scaling and tired of the guesswork, you’re exactly who I built Pigeon Digital for.”

Ethan To
Ethan To, CEO & Head of Growth