Topic · 14 guides
App comparisons and reviews
Every Shopify app promises the world, so we test them against each other and report what actually holds up. Each guide lays out the pricing, the real trade-offs, and the moment a cheaper or simpler option wins, because the right pick depends on the store, not the marketing.
- August 7th, 2026ReviewsAI
Review Data vs Review Widgets: What AI Assistants Actually Read
A review app does four separate jobs. Merchants buy them as one, then wonder why AI assistants never mention their ratings. Here is the honest split.
- August 4th, 2026ReviewsApps
Shopify Review Migration: The Fields That Break and How to Fix Them
Star ratings survive almost any review app migration. Product references, dates, and verified flags are what break. A field-level guide to the import.
- July 18th, 2026ReviewsApps
How to Move Reviews Between Shopify Review Apps Without Losing Them
Export and import realities for Judge.me, Okendo, and Loox: what transfers, what drops, and how to switch review apps without losing your history.
- July 15th, 2026ReviewsStructured data
What Happens When Two Review Apps Both Add Review Schema?
Two review apps emitting AggregateRating on one Shopify product creates conflicting markup. How to spot it, fix it, and stay clean during a migration.
- July 12th, 2026ReviewsAI
Do Review Rich Snippets Help with AI Answers?
Rich snippets target Google search display. AI answer engines read different surfaces. Here is the honest difference for Shopify merchants.
- July 8th, 2026ReviewsAI
Can AI Assistants See My Shopify Product Reviews?
Most review widgets render after the page loads, so AI assistants never see the text. How to check your own Shopify store in a few minutes.
- June 24th, 2026Agentic commercePlatform
Shopify Apps That Use Sidekick: Which Categories Are Wiring In First
Sidekick app extensions are in a selective preview. Here are the app categories wiring in first, and how to tell if an app you've installed has one.
- June 12th, 2026UpsellsReviews
Rebuy Review: The Smart Cart Platform, Priced and Pulled Apart (2026)
What Rebuy's Smart Cart actually replaces, how the new package pricing works from $25 a month, and who should pick it over Selleasy or ReConvert.
- June 11th, 2026ReviewsStructured data
Okendo + AgentReady: Getting Your Reviews into Google and AI Answers
Okendo collects the reviews. AgentReady turns them into AggregateRating markup, Review nodes, and agent-readable data. The exact mechanics.
- June 11th, 2026SubscriptionsGuides
How DTC Brands Cut Subscription Churn with Stay AI
The four-stage churn playbook (save, prevent, recover, measure) mapped to Stay AI's engines, with the vendor numbers attributed and setup guidance.
- June 11th, 2026SubscriptionsReviews
Stay AI Review: The Retention-First Subscription Platform (2026)
Stay AI's five engines explained, the real pricing, what its case studies actually claim, and who should pick it over Recharge, Loop, or Skio.
- June 9th, 2026GuidesPartners
How to A/B Test Your Shopify Store in 2026, Including Prices
Shopify has no native A/B testing. What's actually testable, why price testing is the highest-leverage experiment, and the honest traffic math first.
- June 7th, 2026ReviewsGuides
How to Add Product Reviews to Shopify (2026)
Shopify has no native reviews since 2022, so an app is the path. How to pick one, set it up right, and get real stars into Google and AI answers.
- June 6th, 2026CheckoutGuides
How to Add Upsells and Cross-Sells to Your Shopify Store (2026)
Every place an upsell can live on Shopify, what's free and native, and when an engine like Rebuy earns its keep. With the honest plan-gating details.
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