The dtcmvp blog

Shopify software, compared.

What each tool is built for, where brands outgrow it, and how to pick.

Post-purchase

Narvar vs AfterShip vs parcelLab: who should own your tracking page

Order tracking, shipping notifications and the branded tracking page are a separate decision from returns. Here is how the three options differ for a Shopify brand.

The short answer
Pick AfterShip if you want tracking, notifications and returns from one vendor with a short implementation. Pick Narvar if you have retail-scale volume, carrier complexity and a team that will actually configure delivery…
Merchandising & personalization

Rebuy vs Nosto vs Malachite vs Searchspring: picking merchandising and upsell software

Four tools Shopify brands put in front of the same problem: better recommendations, better search results, better cart. They fail in different ways, and the pricing models are not comparable.

Customer service

Gorgias vs Zendesk vs Gladly: picking a help desk for a Shopify brand

Three help desks Shopify brands shortlist, what each is good at, and the reasons teams move between them.

Subscriptions

Recharge vs Skio vs Shopify Subscriptions: picking a subscription platform

How Shopify brands choose between the incumbent, the newer challenger, and the native option, and when going custom is the honest answer.

Onsite search & personalization

Nosto vs Algolia vs Rebuy vs Dynamic Yield: onsite search and personalization for Shopify brands

Four tools brands weigh when they want better search, merchandising or recommendations. What each one is good at, and the reasons brands turn them off.

Returns

Loop Returns vs Redo vs AfterShip vs Narvar: picking a returns platform

Returns software is a frequently switched category in the Shopify stack. Here is what separates Loop, Redo, AfterShip and Narvar, and which one fits your team.

Reviews & loyalty

Yotpo vs Okendo vs Judge.me: choosing a reviews app for your Shopify store

The reviews market has split into suites and specialists. Here is what each option is good at, why brands are unbundling, and where Bazaarvoice still wins.

Retention

Attentive vs Postscript vs Klaviyo SMS: how Shopify brands choose

Three SMS platforms, three different bets. What each one is built for, where brands outgrow it, and how to pick without a six-month migration you regret.