I’m researching common bottlenecks that Shopify store owners face daily. What are the repetitive, manual tasks (like copying data to sheets, manual inventory updates, or order routing) that take up most of your time?
I’m looking to understand your pain points to see how custom automation workflows can help simplify them. Would love to hear your insights!
From the app dev side I see a lot of merchants stuck on order-tag taxonomy. Anything that needs different fulfillment treatment (preorder, gift, freight) gets tagged manually because Flow’s conditional logic gets unwieldy past ~5 overlapping rules. Then those tags become load-bearing for filters/exports/3PL routing, and renaming one breaks everything downstream.
Second one is inventory reconciliation across sales channels (TikTok Shop, Amazon, B2B), especially when bundles are involved. Most sync apps treat bundles as 1 SKU and the math drifts after a few weeks.
Are you building something specific, or general workflow research?
Thanks for these insights! The Shopify Flow limitations and the bundle inventory sync issue are definitely huge pain points.
To answer your question: I started with general research, but now I’m looking into building custom automation workflows (using webhooks and n8n) to solve these exact issues.
Are merchants currently solving that tagging problem manually, or do they use custom apps?
A lot of time manually tagging and routing orders, especially with multiple fulfillment centers or wholesale vs retail orders is one of the most things that consumes my time. Another common one is channel inventory int the form of spreadsheets and cross-checking. A lot of them also seem to be spending their time updating product metafields, or applying bulk pricing changes. Configuring Shopify Flow, Matrixify, or middleware like Make can cut most of this out by automating tagging, updates, and routing based on your rules of engagement.