Outcome before features
Every review starts with the merchant job and the measurable constraint—not a vendor’s feature list.
About MerchantTrim
Independent software guidance for merchants who pay the bill.
MerchantTrim exists because app features are easy to compare and total operating cost is not. We help smaller Shopify merchants judge software by the job it does, the profit it can influence, and the complexity it adds.
Realistic cost
We look beyond teaser pricing to contact tiers, order volume, add-ons, usage fees, and migration work.
Evidence with dates
Pricing and feature claims link to current first-party sources. Every commercial guide carries a review date.
Costs count both ways
We consider storefront weight, operator time, integrations, data portability, and the cost of leaving.
Commissions stay separate
Commercial relationships can affect which links pay us. They do not buy a score, placement, or positive verdict.
The score we are building toward
Our long-term research asset will track job fit, true cost at multiple store stages, merchant evidence, storefront impact, and exit cost. Scores will be versioned so readers can see when and why a recommendation changes.