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100 Best Merchandising Apps for Ecommerce and Retail Teams

Ardelia Team · October 4, 2026 · 13 min read

Merchandising software spans search, recommendations, product information, visual discovery, and channel-ready catalog management. These first 25 selections cover widely used tools across those workflows.

  1. Shopify Search & Discovery

    Shopify Search & Discovery lets merchants customize storefront search, filters, related products, and product recommendations. It helps stores reduce poor product discovery when default search results and collection navigation feel limited.

  2. Nosto

    Nosto provides commerce personalization tools for product recommendations, search, merchandising, and customer segmentation. It helps merchants tailor storefront experiences when every shopper currently sees the same product assortment.

  3. Klevu

    Klevu offers AI-powered ecommerce search, category merchandising, product recommendations, and shopper discovery tools. It helps shoppers find relevant items faster when keyword search produces incomplete or poorly ordered results.

  4. Algolia

    Algolia provides hosted search and discovery infrastructure for building fast, customizable product search experiences. It helps development teams address slow or inflexible site search without building search infrastructure from scratch.

  5. Bloomreach Discovery

    Bloomreach Discovery provides ecommerce search, recommendations, personalization, and merchandising capabilities for digital storefronts. It helps retailers improve conversion when shoppers struggle to discover relevant products across large catalogs.

  6. Constructor

    Constructor delivers ecommerce search, browse, recommendations, and merchandising tools designed around shopper behavior. It helps merchandising teams prioritize relevant products when manual ranking cannot keep pace with catalog changes.

  7. Dynamic Yield

    Dynamic Yield is a personalization platform for testing, recommendations, audience targeting, and tailored digital experiences. It helps teams reduce generic onsite experiences by adapting content and products for different visitor segments.

  8. Clerk.io

    Clerk.io provides ecommerce search, recommendations, audience segmentation, and email personalization for online stores. It helps smaller ecommerce teams automate product relevance when manual recommendations require continual maintenance.

  9. Rebuy

    Rebuy offers Shopify-focused personalization, product recommendations, bundles, cart tools, and post-purchase offers. It helps merchants increase relevant cross-selling when carts and checkout flows lack contextual product suggestions.

  10. LimeSpot

    LimeSpot provides ecommerce personalization through product recommendations, audience segmentation, and personalized storefront content. It helps brands address one-size-fits-all shopping journeys by showing products matched to visitor behavior.

  11. Searchspring

    Searchspring provides ecommerce search, category navigation, merchandising controls, and product recommendation features. It helps merchandising teams manage product ordering when search and category pages require frequent adjustments.

  12. Vue.ai

    Vue.ai uses artificial intelligence for retail product discovery, personalization, catalog enrichment, and visual merchandising. It helps retailers organize growing assortments when manual product tagging and personalization become labor-intensive.

  13. Syte

    Syte provides visual search, product discovery, recommendations, and product tagging technology for retailers. It helps shoppers identify similar products when text queries cannot adequately describe colors, styles, or patterns.

  14. Salsify

    Salsify is a product experience management platform for organizing, enriching, and distributing product content. It helps brands prevent inconsistent product details when content must reach multiple retailer and commerce channels.

  15. Akeneo

    Akeneo provides product information management software for centralizing, enriching, and governing catalog data. It helps teams replace scattered spreadsheets when product attributes, translations, and assets need coordinated management.

  16. Pimcore

    Pimcore is a data and experience management platform supporting product information, digital assets, and commerce. It helps organizations unify disconnected product records when multiple systems hold conflicting catalog information.

  17. Productsup

    Productsup manages product data for commerce channels, marketplaces, retail partners, and digital marketing feeds. It helps teams reduce feed-management work when channel requirements repeatedly change product data formats.

  18. Salesforce Commerce Cloud

    Salesforce Commerce Cloud is an enterprise ecommerce platform with merchandising, promotions, search, and storefront management. It helps larger retailers coordinate digital commerce operations when separate tools fragment merchandising and promotional workflows.

  19. Oracle Retail Merchandise Operations Management

    Oracle Retail Merchandise Operations Management supports assortment planning, inventory, pricing, and retail merchandise operations. It helps retailers coordinate merchandising decisions when assortment, pricing, and inventory data sit in separate processes.

  20. Salesfloor

    Salesfloor connects store associates with online shoppers through clienteling, virtual selling, and personalized recommendations. It helps retailers extend associate expertise online when digital shoppers cannot access in-store product guidance.

  21. Attraqt

    Attraqt provides ecommerce search, recommendations, personalization, and merchandising tools for digital retail experiences. It helps commerce teams improve relevance when shoppers receive generic search results and product suggestions.

  22. Luigi's Box

    Luigi's Box offers ecommerce search, product recommendations, analytics, and merchandising controls for online stores. It helps merchants diagnose weak search performance when they lack visibility into shopper queries and clicks.

  23. Wizzy

    Wizzy provides ecommerce search, filters, recommendations, and merchandising features for online retail storefronts. It helps shoppers narrow large catalogs when basic filters and search tools make product selection difficult.

  24. Doofinder

    Doofinder provides site search, autocomplete, filters, and search analytics for ecommerce websites. It helps stores capture high-intent demand when visitors abandon searches after receiving irrelevant results.

  25. Yotpo Product Reviews

    Yotpo Product Reviews collects and displays customer reviews, ratings, photos, and questions on product pages. It helps shoppers evaluate unfamiliar products when product pages lack credible customer feedback and visual proof.

  26. Bazaarvoice

    Bazaarvoice collects and displays customer ratings, reviews, questions, and visual user-generated content for commerce sites. It helps shoppers evaluate unfamiliar products when brand-provided descriptions alone do not answer purchase questions.

  27. Okendo

    Okendo provides customer review, rating, and survey tools designed for ecommerce brands and their storefronts. It helps merchants gather credible product feedback that can reduce uncertainty for prospective buyers.

  28. Judge.me

    Judge.me enables online stores to collect, manage, and publish product reviews and star ratings. It helps merchants build product-level social proof without manually soliciting and organizing customer feedback.

  29. Loox

    Loox helps ecommerce stores collect and showcase photo and video reviews from customers. It helps shoppers see products in real customer settings when polished catalog photography feels insufficient.

  30. Stamped

    Stamped offers review collection and display tools for product reviews, photos, videos, and customer feedback. It helps store operators turn post-purchase feedback into reusable product-page trust signals.

  31. PowerReviews

    PowerReviews provides ratings and reviews software that helps retailers collect, syndicate, and display consumer feedback. It helps retailers centralize product feedback that would otherwise remain scattered across sales channels.

  32. REVIEWS.io

    REVIEWS.io collects company and product reviews and provides widgets for displaying them on ecommerce storefronts. It helps businesses make recent customer sentiment visible where shoppers are deciding whether to buy.

  33. Trustpilot

    Trustpilot is a review platform where businesses can invite customers to leave public service and brand reviews. It helps prospective customers assess a merchant's reputation when they have limited prior familiarity.

  34. Feedonomics

    Feedonomics manages product data feeds for advertising, marketplaces, and other commerce channels. It helps merchants avoid manually reformatting product catalogs for every destination's technical requirements.

  35. GoDataFeed

    GoDataFeed transforms and distributes ecommerce product data feeds to marketplaces, shopping engines, and advertising channels. It helps sellers keep channel listings consistent when each platform requires different feed attributes.

  36. DataFeedWatch

    DataFeedWatch lets merchants map, optimize, and submit product feeds to shopping channels and marketplaces. It helps teams correct feed issues that can prevent products from appearing accurately in channel listings.

  37. Channable

    Channable provides feed management, marketplace integration, and advertising automation tools for ecommerce businesses. It helps merchants manage product distribution across channels without maintaining separate manual data exports.

  38. Rithum

    Rithum provides commerce network technology for retailers, brands, and marketplaces to manage digital commerce operations. It helps commerce organizations coordinate product assortment across partner and marketplace sales relationships.

  39. Plytix

    Plytix is a product information management platform for organizing product data, assets, and catalog content. It helps teams replace fragmented spreadsheets when product details must stay accurate across many channels.

  40. Catsy

    Catsy provides product information management software for creating, enriching, and distributing product content. It helps catalog teams standardize product specifications before publishing them to storefronts and marketplaces.

  41. inriver

    inriver is a product information management platform for organizing product data and supporting digital product experiences. It helps businesses govern complex product information when many teams and channels require reliable content.

  42. Contentful

    Contentful is a headless content management system for creating and delivering structured digital content through APIs. It helps teams reuse product-related editorial content across storefronts instead of copying it between systems.

  43. Bynder

    Bynder provides digital asset management software for organizing, approving, and distributing brand and product media. It helps marketers find approved product imagery quickly rather than searching through disconnected file storage.

  44. Cloudinary

    Cloudinary manages, transforms, and delivers images and videos for websites, apps, and digital commerce experiences. It helps teams serve appropriately sized visual assets without manually creating versions for every screen.

  45. Pixelz

    Pixelz provides image-editing services and workflow software for ecommerce product photography and visual content. It helps retailers prepare consistent catalog imagery when internal teams lack scalable retouching capacity.

  46. Smartzer

    Smartzer creates interactive and shoppable video experiences that can link viewers to featured products. It helps shoppers identify products shown in video without separately searching the catalog afterward.

  47. Tolstoy

    Tolstoy enables businesses to create interactive video experiences, including shoppable videos and guided journeys. It helps merchants answer product-selection questions through video when static pages cannot provide enough context.

  48. Videowise

    Videowise helps ecommerce brands embed, manage, and measure shoppable video content on their storefronts. It helps brands connect product videos to purchase paths rather than leaving viewers with no clear next step.

  49. Fera

    Fera provides review collection, photo review, and social-proof tools for ecommerce storefronts. It helps smaller stores display customer validation when visitors may hesitate to trust a lesser-known brand.

  50. Yotpo Loyalty & Referrals

    Yotpo Loyalty & Referrals helps ecommerce brands create rewards programs and customer referral campaigns. It helps merchants encourage repeat purchases when one-time shoppers have little reason to return.

  51. Smile.io

    Smile.io lets merchants build loyalty programs with points, referrals, and VIP reward tiers. It helps stores reduce repeat-purchase friction by giving customers clear incentives to return.

  52. LoyaltyLion

    LoyaltyLion provides loyalty and rewards tools that connect customer actions with personalized incentives. It helps merchants address weak retention by rewarding purchases and other valuable customer behaviors.

  53. Growave

    Growave combines loyalty, referrals, wishlists, and user-generated content tools for ecommerce stores. It helps small teams consolidate customer-engagement tasks that otherwise require several separate applications.

  54. ReferralCandy

    ReferralCandy helps ecommerce businesses run referral programs that reward customers for successful introductions. It helps merchants acquire customers through existing advocates instead of relying solely on paid campaigns.

  55. Bold Bundles

    Bold Bundles enables merchants to package products together and offer bundle-based discounts. It helps increase average order value by making complementary items easier to purchase together.

  56. Bundler – Product Bundles

    Bundler – Product Bundles creates product bundles and volume discount offers for online stores. It helps merchants move more units per order by automating multi-item promotional pricing.

  57. Fast Bundle

    Fast Bundle lets merchants create fixed bundles, mix-and-match offers, and quantity-break promotions. It helps shoppers assemble multi-product purchases without navigating numerous separate product pages.

  58. PickyStory

    PickyStory provides bundle, kit, upsell, and cross-sell tools for ecommerce storefronts. It helps merchants surface related products at purchase moments when shopper attention is highest.

  59. Frequently Bought Together

    Frequently Bought Together recommends complementary products and lets shoppers add them together quickly. It helps stores prevent missed cross-sell opportunities by presenting relevant add-ons near products.

  60. Upsell & Cross Sell — Selleasy

    Upsell & Cross Sell — Selleasy displays pre-purchase and post-purchase offers across storefront journeys. It helps merchants raise order values by suggesting useful upgrades and complementary merchandise.

  61. ReConvert

    ReConvert customizes thank-you pages and post-purchase flows with upsell and cross-sell offers. It helps merchants monetize confirmation-page traffic after shoppers have already completed checkout.

  62. Zipify OneClickUpsell

    Zipify OneClickUpsell creates post-purchase upsell funnels designed for one-click offer acceptance. It helps merchants add relevant follow-up offers without forcing customers through another checkout.

  63. Shogun

    Shogun is a visual page builder for creating ecommerce landing pages and storefront content. It helps teams publish campaign pages faster without depending on developers for routine edits.

  64. Replo

    Replo lets ecommerce teams design and publish branded landing pages using visual editing tools. It helps merchants launch merchandising campaigns without lengthy engineering queues or template constraints.

  65. PageFly

    PageFly is a drag-and-drop builder for creating customized Shopify pages and landing pages. It helps store operators tailor product storytelling when default theme sections are too limited.

  66. GemPages

    GemPages provides a visual Shopify page builder for landing pages, product pages, and campaigns. It helps merchants improve storefront presentation without needing to write custom theme code.

  67. Intelligems

    Intelligems helps ecommerce teams test pricing, promotions, shipping thresholds, and site experiences. It helps merchants make merchandising decisions with experiments instead of relying only on assumptions.

  68. VWO

    VWO provides web experimentation, behavioral analytics, and optimization tools for digital experiences. It helps teams identify which page changes improve shopper engagement before broad implementation.

  69. Optimizely

    Optimizely offers experimentation and content management tools for testing and improving digital experiences. It helps organizations validate merchandising changes through controlled tests rather than subjective debate.

  70. AB Tasty

    AB Tasty supports A/B testing, personalization, and feature experimentation across digital customer journeys. It helps teams adapt storefront experiences for different audiences while measuring resulting performance.

  71. Monetate

    Monetate delivers personalization and testing tools for tailoring ecommerce experiences to visitor behavior. It helps retailers reduce generic browsing experiences by serving more relevant content and products.

  72. RichRelevance

    RichRelevance provides personalization and product recommendation capabilities for retail and ecommerce businesses. It helps merchants guide shoppers toward relevant merchandise when catalogs contain many possible choices.

  73. Insider

    Insider provides customer experience tools for personalization, journey orchestration, and cross-channel engagement. It helps teams coordinate customer messaging when interactions span websites, mobile apps, and communications.

  74. Inventory Planner

    Inventory Planner helps retailers forecast demand, plan replenishment, and analyze inventory performance. It helps merchants avoid stockouts and overstock by making purchasing decisions more data-informed.

  75. Brightpearl

    Brightpearl provides retail operations software for inventory, orders, fulfillment, and financial workflows. It helps growing retailers reduce manual operational work across sales channels and fulfillment processes.

  76. Cin7

    Cin7 connects inventory, orders, point-of-sale, and warehouse workflows across retail and wholesale channels. It helps merchants avoid overselling by synchronizing stock records as orders move between sales channels.

  77. Katana

    Katana provides manufacturing planning, inventory tracking, and production scheduling for makers selling physical products. It gives small manufacturers clearer material availability, reducing manual checks before committing to new orders.

  78. Fishbowl

    Fishbowl manages inventory, warehousing, and order fulfillment while integrating with accounting and ecommerce systems. It addresses disconnected stock and fulfillment processes by centralizing operational data for product-based businesses.

  79. Veeqo

    Veeqo helps ecommerce sellers manage orders, inventory, shipping labels, and multichannel fulfillment operations. It reduces repetitive shipping work by bringing orders from several sales channels into one workflow.

  80. Unleashed

    Unleashed provides inventory management, purchasing, production, and sales tracking for product businesses. It helps growing merchants understand stock costs and availability without relying on fragmented spreadsheets.

  81. Finale Inventory

    Finale Inventory tracks stock, purchase orders, warehouses, and multichannel ecommerce inventory from one system. It helps sellers prevent inventory discrepancies caused by manually updating quantities across separate storefronts.

  82. Zoho Inventory

    Zoho Inventory manages orders, stock, warehouses, shipping, and sales across ecommerce and marketplace channels. It simplifies routine inventory administration for teams that need coordinated fulfillment across multiple channels.

  83. Extensiv Order Manager

    Extensiv Order Manager centralizes multichannel orders, inventory, purchasing, and fulfillment operations for ecommerce merchants. It reduces operational complexity when orders arrive from marketplaces, storefronts, and other connected channels.

  84. Stocky

    Stocky supports inventory purchasing, stocktakes, transfers, and demand-based replenishment for Shopify retailers. It helps retail teams make replenishment decisions with less manual calculation and fewer stockouts.

  85. Retail Pro Prism

    Retail Pro Prism provides point-of-sale, inventory, customer, and store operations management for retailers. It connects store-level sales and inventory information, reducing gaps between physical retail operations and merchandise planning.

  86. NetSuite

    NetSuite offers enterprise resource planning tools for inventory, orders, financials, commerce, and supply chain operations. It helps businesses replace disconnected operational systems with shared data across merchandising and back-office teams.

  87. Prisync

    Prisync monitors competitor prices and stock availability for ecommerce retailers and brands. It helps merchants respond to market price changes without repeatedly checking competitor product pages manually.

  88. Competera

    Competera provides pricing software that supports price optimization and competitive price monitoring for retailers. It helps pricing teams evaluate large assortments when manual price-setting cannot keep pace with market changes.

  89. Wiser

    Wiser delivers competitive intelligence and pricing tools for retailers tracking products across online marketplaces. It reduces the effort required to monitor competitor assortments, prices, and product availability at scale.

  90. Omnia Retail

    Omnia Retail offers dynamic pricing and marketplace optimization tools for retailers and brands. It helps teams maintain consistent pricing strategies across channels while accounting for competitive market movements.

  91. Price2Spy

    Price2Spy monitors competitor prices and sends reports for ecommerce pricing analysis. It helps merchants spot relevant price changes faster than manually reviewing competitor catalogs each day.

  92. Minderest

    Minderest provides price and assortment intelligence for retailers, brands, and manufacturers. It helps commercial teams monitor market positioning when competitors frequently change prices and promotions.

  93. Skuuudle

    Skuuudle supplies competitive pricing and product matching data for retailers and brands. It helps teams compare equivalent products across competitors without building and maintaining product matches manually.

  94. Profitero

    Profitero provides ecommerce analytics for product availability, digital shelf performance, and competitor activity. It helps brands identify online retail execution gaps that can be difficult to see across many retailer sites.

  95. DataWeave

    DataWeave delivers digital commerce intelligence covering pricing, assortment, promotions, and product content. It helps retail teams analyze competitor activity across large catalogs without collecting web data manually.

  96. Intelligence Node

    Intelligence Node provides retail analytics for competitive pricing, assortment, and product matching. It helps merchants make assortment and pricing decisions using structured competitive market information.

  97. Octane AI

    Octane AI creates conversational quizzes that recommend products and capture shopper preferences. It helps stores guide uncertain shoppers toward suitable products instead of leaving them to browse unaided.

  98. Prehook

    Prehook builds ecommerce quizzes that collect customer preferences and recommend relevant products. It helps merchants personalize product discovery when visitors lack enough information to choose confidently.

  99. Quizify

    Quizify lets ecommerce stores create product recommendation quizzes and collect shopper responses. It reduces choice overload by directing customers through questions toward products matching their stated needs.

  100. In Cart Upsell

    In Cart Upsell displays targeted product offers within carts and other ecommerce purchase stages. It helps merchants surface relevant add-ons before checkout without requiring shoppers to discover them independently.

The next entries will expand into additional tools for assortment planning, product content, retail operations, and storefront optimization.

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