Research & Evidence
The internal research record behind each review: testing scope, raw observations, source validation, discrepancies and unresolved questions. Research supports the article; research is never the article.
17TRACK Order Tracking — https://apps.shopify.com/17track
Order Tracking & Post-Purchase (Batch 3, P1) · Abu Sayem
Research recordAftersell Post Purchase Upsell — Review Evidence Record
Internal evidence record
Research recordClickUp/batch name "AfterShip Email & SMS"; current Shopify listing name "AfterShip Email Marketing, SMS" (listing handle automizely-messages; formerly Automizely Marketing).
Email, SMS & Lifecycle Marketing · Drishty
Level 2 — Partial Hands-On Test (inferred from screenshots; reviewer to confirm)AfterShip Order Tracking (in-admin name "AfterShip Tracking") — https://apps.shopify.com/aftership
Order Tracking & Post-Purchase (Batch 3, P1; docs/batch-3-validation.md row 3, 42/50) · Abu Sayem (planning owner "Sayem")
Research recordAiT: Loyalty Program & Reviews (marketed as AiTrillion; Shopify billing name "AiT Loyalty, Review, Affiliate"; theme embed "AiTrillion")
Loyalty and Rewards · Munna
Research recordAlgolia AI Search & Discovery (assignment row: "Algolia Search & Discovery")
Search & Product Discovery · Rakibul H. Rocky (per src/lib/authorAssignments.ts)
Research recordAppstle Loyalty Program Reward (in-app name: Appstle℠ Loyalty)
Loyalty and Rewards · Munna
Research recordAppstle℠ Subscriptions App
Subscriptions · Abu Sayem
Level 2 — Partial Hands-On Test (inferred from screenshots; reviewer to confirm)Avada Order Tracking — https://apps.shopify.com/sun-order-tracking
Order Tracking & Post-Purchase · Abu Sayem
Level 2 — Partial Hands-On Test (inferred from screenshots; reviewer to confirm)Beez ‑ Subscriptions & Bundles (in-admin "Beez Sub & Bundle") — https://apps.shopify.com/beez
Subscriptions · Abu Sayem
Research recordBoost AI Search & Filter (in-app name also appears as "Boost AI Search & Discovery")
Search & Product Discovery · Rakibul H. Rocky (per src/lib/authorAssignments.ts)
Research recordCasa Loyalty Points & Rewards (install dialog and admin read "Casa Loyalty")
Loyalty and Rewards — tenth review in this category · Munna
Research recordChatra — Live Chat & Chatbot
Customer Support and Helpdesk — Batch 3, SOP-1 30/50, Priority P3 · Munna
Research recordChatty AI Chatbot & Live Chat (install dialog: "Chatty — Chatty AI Sales Agent - For live chat & helpdesk")
Customer Support and Helpdesk — fifth review in this category (after Chatra, Tidio, Zipchat, Willdesk) · Munna
Research recordChatway Live Chat & AI Chatbot
Customer Support and Helpdesk — ninth review in this category · Munna
Research recordCommslayer: AI Helpdesk & Chat (install dialog: "Commslayer: Helpdesk & Chat — Actuals Oy")
Customer Support and Helpdesk — sixth review in this category · Munna
Research recordCWILL Loyalty & Referrals (Shopify install dialog and admin read "CWILL Loyalty"; formerly branded Loloyal, and still served from the loloyal listing handle)
Loyalty and Rewards — eighth review in this category · Munna
Research recordCWILL Order Tracking (in-admin: "CWILL (Parcel Panel)"; formerly Parcel Panel)
Order Tracking & Post-Purchase (listing: Order tracking, Shipping) · Abu Sayem
Research recordCWILL Popup Email Marketing (in-admin: "CWILL(SendWILL) Po…"; formerly SendWILL / EcomSend)
Email, SMS & Lifecycle Marketing (listing: Pop-ups, Email marketing) · Drishty
Research recordDOOFINDER ‑ Search & Discovery
Search & Product Discovery · Rakibul H. Rocky (per src/lib/authorAssignments.ts)
Level 2 — Partial Hands-On Test (inferred from screenshots; reviewer to confirm)Easy Subscriptions App (listing title also shown as "ECA: Easy Subscriptions App") — https://apps.shopify.com/easy-subscription
Subscriptions · Abu Sayem
Level 2 — Partial Hands-On TestEComposer Landing Page Builder
Page Builders · Imran
Research recordEssent Loyalty Program Rewards (Shopify install dialog, admin and theme embed read "Essential Loyalty")
Loyalty and Rewards — ninth review in this category · Munna
Research recordFera Product Reviews App (ClickUp task name: "Review: Fera Product Reviews")
Product Reviews & UGC · Rakibul H. Rocky
Research recordFlyweight AI Chatbot & AI Chat
Customer Support and Helpdesk — tenth review in this category · Munna
Level 2 — Partial Hands-On TestFoxify AI Store Builder
Page Builders · Imran
Level 2 — Partial Hands-On TestG: Theme Sections & Blocks (Grouptify)
Theme Sections · Imran
Level 2 — Partial Hands-On TestGemPages Builder
Page Builders · Imran
Research recordJoy Loyalty Program Rewards
Loyalty and Rewards · Munna
Level 2 — Partial Hands-On Test (inferred from screenshots; reviewer to confirm)Joy Subscriptions App — https://apps.shopify.com/joy-subscription (in-admin name: Joy Subscription App)
Subscriptions (listing also lists Loyalty and rewards) · Abu Sayem
Level 2 — Partial Hands-On TestJudge.me Product Reviews App
Product reviews (App Store also lists SEO) · Rakibul H. Rocky
Research recordJunip Product Reviews App & AI (ClickUp task name: "Junip Product Reviews & UGC")
Product Reviews & UGC · Rakibul H. Rocky
Research recordKaching CartDrawer Cart Upsell
Upsell & Cross-sell · Drishty
Research recordKaching Subscriptions App
Subscriptions · Abu Sayem
Research recordLoop Subscriptions
Subscriptions · Abu Sayem
Research recordLoyaltyLion Loyalty Program (theme embed: LoyaltyLion SDK — "Loyalty, Rewards and Referrals")
Loyalty and Rewards · Munna
Research recordMailchimp Email SMS Marketing
Email, SMS & Lifecycle Marketing · Drishty
provisional Level 2 — Partial Hands-On Test (pending reviewer scope confirmation)Okendo: Reviews & Loyalty (listing handle okendo-reviews)
Product Reviews & UGC (App Store categories: Product reviews; Loyalty and rewards) · Rakibul H. Rocky
Level 2 — Partial Hands-On TestOmnise ✧ AI Page Builder
Page Builders · Imran
Research recordONE — ClickUp/batch name "ONE: AI, Email & SMS Marketing"; current Shopify listing name "ONE: AI, Pop Up, SMS Marketing" (localized listings show "AI: Upsell—Email—SMS Marketing"). The listing name changes; the article should call the app ONE and mention the current listing name once.
Email, SMS & Lifecycle Marketing · Drishty
Level 1 — Full Hands-On TestPageFly ✦ AI Page Builder
Page Builders · Imran
Research recordPrefixbox AI Search & Filter
Search & Product Discovery · Rakibul H. Rocky (per src/lib/authorAssignments.ts)
Research recordRe:amaze AI Helpdesk & Chat (install dialog and theme embed: "Reamaze Live Chat & Helpdesk")
Customer Support and Helpdesk — eighth review in this category · Munna
Research recordRecharge Subscriptions App
Subscriptions · Abu Sayem
Level 2 — Partial Hands-On TestReplo Landing Page Builder
Page Builders · Imran
Research recordRichpanel: AI Customer Support (install dialog: "Richpanel — Richpanel Inc")
Customer Support and Helpdesk — seventh review in this category · Munna
Research recordRivo: Loyalty Program, Rewards (in-app name: Rivo Loyalty Rewards Referrals)
Loyalty and Rewards · Munna
Research recordRS: AI Search Bar & Filter (current listing name; admin name: Rapid Search Bar & Filter; planning name: Rapid AI Search Bar & Filter)
Search & Product Discovery · Rakibul H. Rocky (per src/lib/authorAssignments.ts)
Research recordSearchanise Search & Filter
Search & Product Discovery · Rakibul H. Rocky (per src/lib/authorAssignments.ts)
Level 2 — Partial Hands-On TestSection Store: Theme Sections
Theme Sections · Imran
Level 2 — Partial Hands-On TestShogun — Landing Page Builder
Page Builders · Imran
Research recordShopify Search & Discovery (admin name: Search & Discovery)
Search & Product Discovery · Rakibul H. Rocky (per src/lib/authorAssignments.ts)
Level 2 — Partial Hands-On Test (inferred from screenshots; reviewer to confirm)Shopify Subscriptions — https://apps.shopify.com/shopify-subscriptions
Subscriptions · Abu Sayem
Research recordSmart Product Filter & Search (admin name: Smart Filter & Search)
Search & Product Discovery · Rakibul H. Rocky (per src/lib/authorAssignments.ts)
Research recordSmile.io
Loyalty and Rewards · Munna
Research recordSparq Product Filter & Search (admin name: Sparq Filter & Search)
Search & Product Discovery · Rakibul H. Rocky (per src/lib/authorAssignments.ts)
Level 2 — Partial Hands-On Test (inferred from screenshots; reviewer to confirm)Supr Bundle & Subscription App — https://apps.shopify.com/subscriptions-app (in-admin name: Supr Bundles & Subscriptions; earlier name referenced by merchants: Super Subscriptions)
Subscriptions · Abu Sayem
Level 2 — Partial Hands-On Test (inferred from screenshots; reviewer to confirm)Synctrack AI Order Tracking — https://apps.shopify.com/omega-order-tracking (in-app name "Synctrack OrderTrack")
Order Tracking & Post-Purchase (Batch 3 replacement candidate per docs/batch-3-validation.md) · Abu Sayem
Research recordTidio: AI Chatbot & Live Chat (theme embed: "Tidio Chat Widget"; AI agent: "Lyro")
Customer Support and Helpdesk — first review in this category for Blinto · Munna
Research recordtinyEmail; Email Marketing
Email, SMS & Lifecycle Marketing · Drishty
Level 2 — Partial Hands-On Test (inferred from screenshots; reviewer to confirm)Track123 Order Tracking — https://apps.shopify.com/track123
Order Tracking & Post-Purchase (Batch 3, P1) · Abu Sayem
Level 2 — Partial Hands-On Test (inferred from screenshots; reviewer to confirm)Tracktor Order Tracking — https://apps.shopify.com/tracktor-2
Order Tracking & Post-Purchase (Batch 3, P2) · Abu Sayem
Research recordWilldesk: Live Chat&AI Chatbot (Shopify install dialog reads "Willdesk-Live Chat,Helpdesk"; theme embed "Helpdesk")
Customer Support and Helpdesk — third review in this category, after Tidio and Zipchat · Munna
Research recordWizzy AI Search & Filter (in-app name: Wizzy Search & Filters)
Search & Product Discovery · Rakibul H. Rocky (trial account email on Dashboard matches; not previously listed in src/lib/authorAssignments.ts — entry added)
Research recordYotpo: Loyalty Rewards Program (in-app name: Yotpo Loyalty; theme embed: Yotpo Loyalty & Referrals)
Loyalty and Rewards · Munna
provisional Level 2 — Partial Hands-On Test (pending reviewer scope confirmation)Yotpo: Product Reviews App (listing handle yotpo-social-reviews)
Product Reviews & UGC (App Store categories: Product reviews, SEO) · Rakibul H. Rocky
Research recordZipchat AI Chatbot & Live Chat (Shopify install dialog and admin show "ZipChat: AI Chatbot"; theme embed "Zipchat Bubble")
Customer Support and Helpdesk — second review in this category, after Tidio · Munna