Insights

Notes from inside the lab.

Experiment breakdowns, real teardowns, research findings and CRO frameworks, published as we write them, not on a content calendar.

NEW POSTS, AS THEY'RE READY  ·  NOTHING GATED
01 — Recent notes

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Experimentation Coming soon · conceptual example

Why your test can "win" online and still lose you money

A walkthrough of how a metric like add-to-cart can rise while checked-out revenue doesn't, and what we'd change because of it.

In progress
Shopify Coming soon · conceptual example

Common PDP patterns that quietly cost Shopify stores add-to-carts

A teardown structure for the product-page friction we see most often, and how we'd hypothesise a fix for each.

In progress
Research Coming soon · conceptual example

What buyer interviews teach you that a heatmap never will

Field notes on why DTC shoppers actually stall, and why it's rarely the reason product teams assume.

In progress
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Get our experiments and teardowns.

Short, occasional notes on what we tested, what we learned, and how we measured it, sent only when there's something worth reading, never on a schedule.

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