I was considering a small Shopify returns/exchange idea.
Before sketching features, I did a deliberately boring check:
- Open 4 returns/exchange apps.
- Read the low-star reviews.
- Compare repeated complaints with Shopify's native returns features.
- Decide what not to build first.
The result was not a better feature list.
It was a kill decision:
I would not start by building another full returns platform.
The category has real pain, but the complaints that looked promising were attached to heavy operational work:
- shipping labels
- exchanges
- refunds
- store credit
- multi-currency
- reporting
- support workflows
- edge cases
A small team could enter the category thinking it is building software, then quickly get pulled into merchant-specific operations.
The narrower angles looked more believable:
- app selection before a merchant installs anything
- setup help for low-return-volume stores
- Markets / multi-currency compatibility checks
- clearer reporting across returns, exchanges, refunds, and store credit
The part I am still unsure about:
Is this kind of pre-build complaint review a useful step for founders, or is it just basic homework everyone should do themselves?
Questions:
- Do you read low-star reviews before building in a category?
- What kind of complaint would actually make you stop?
- Would you rather see a written teardown, or a short do / don't / narrow recommendation?
- If you had 3-5 competitors in mind, what would make you ask someone else to do the first pass instead of doing it yourself?
I am intentionally not linking a product page here. I am trying to test the decision value of the research step first.
Disclosure: This post was drafted with AI assistance and reviewed by the author before publishing.