Troubleshooting & field notes
Notes from inside the stack.
Short, specific writing about the things that break in a Shopify stack once it is carrying real volume, and the patterns underneath them. Every figure is quoted with its publisher named, and where we do not have a number yet we say so rather than borrowing one. If you want the long version of a subject, the guides are where it lives.
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Latest
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Klaviyo not syncing Shopify orders
A diagnostic ladder for missing Placed Order events — connection, backfill window, metric choice, duplicate profiles, and the flow filters that silently skip sends.
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Why supplement subscribers cancel at month three
Joint, gut and skin supplements need weeks before a customer sees a difference. The subscription usually ends first. Here is the flow architecture that fixes it.
Posts are refreshed on a quarterly cycle. The date shown is the last update, not the first publication — the article page carries both.
By segment
We group brands by how they operate — how you bill, what you pay Shopify, how many channels you sell on — rather than by what is in the box. Each segment has a hub page with the benchmarks, the stack we usually find, and what we build first.
Where the rest of the library lives
Five other content types, each doing a different job. The blog is the short end of it.
Find out what you’re losing.
Before you commit to anything, we tell you exactly what you’re losing and what it costs to stop it. Two weeks. Fixed fee. Credited in full against any build you go ahead with.
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