### Contents - [**Discussions**](#resources-discussions) - [**Reports**](#resources-reports) # E-Merchandising Software Resources ##### Discussions and Reports to expand your knowledge on E-Merchandising Software Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find [discussions](#resources-discussions) from users like you and [reports](#resources-reports) from industry data. [ContentsExpand/Collapse Contents](#) - [**Discussions**](#resources-discussions) - [**Reports**](#resources-reports) ## E-Merchandising Software Discussions 0 [What are the top e-merchandising platforms for multi-channel retail?](/discussions/what-are-the-top-e-merchandising-platforms-for-multi-channel-retail) Hey G2 community! I want to poll the community to find the **best** [**e-merchandising platforms**](https://www.g2.com/categories/e-merchandising) **for multi-channel retail**. Have you used any of these top-rated tools in G2’s e-merchandising category? 1. [**edrone**](https://www.g2.com/products/edrone/reviews) **– Best for CRM-Driven Merchandising Across Email + Web:** edrone blends ecommerce CRM with merchandising and recommendations, helping retailers coordinate on-site ranking with triggered email/push journeys—useful when you’re unifying promotions across channels without heavy ops. 2. [**Tagalys**](https://www.g2.com/products/tagalys/reviews) **– Best for Rule-Based Category Merchandising at Scale:** Tagalys pairs AI ranking with business rules for collections, search, and recommendations, letting teams push consistent assortments across storefronts and regions while keeping local overrides. 3. [**Luigi’s Box**](https://www.g2.com/products/luigi-s-box/reviews) **– Best for Unified Search, Recommendations, and Listings:** Luigi’s Box offers easy-to-use merchandising plus analytics across search, recs, and product listing pages—handy for keeping messaging and product order consistent across devices and markets. 4. [**Constructor**](https://www.g2.com/products/constructor-io-constructor/reviews) **– Best for Large Catalogs and Omnichannel Discovery:** Constructor’s AI-first approach optimizes search, PLPs, and recommendations for revenue impact, reducing manual slotting while still giving merch teams controls to tune campaigns across channels. 5. [**Clerk.io**](https://www.g2.com/products/clerk-io/reviews) **– Best for Personalization + Merch Rules Across Touchpoints:** Clerk.io unifies recommendations, search, and email personalization so retailers can automate “what to show” while applying brand and commercial rules consistently in web and outbound channels. Have you used any of these e-merchandising platforms, or can you recommend better software for the community? Let me know in the comments, and I can update my list. Based on your first-hand experiences, what are the best platforms for multi-channel retail? Has anyone run [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) (Discovery/Engagement) for multi-channel merchandising + personalization? Curious about time-to-value, how well search/recs stayed consistent across channels, and whether merch teams could tune rules without engineering. Would you pick it again? Answered: Tanuja Bahirat on September 25, 2025 [Your answer](/discussions/what-are-the-top-e-merchandising-platforms-for-multi-channel-retail/comments/new?remote=true) 0 [What are the best tools for merchandising analytics and performance tracking?](/discussions/what-are-the-best-tools-for-merchandising-analytics-and-performance-tracking) Hi All, Opening a discussion around **top tools for merchandising analytics and performance tracking** , especially platforms that help teams see what’s working across search, category pages, and recommendations—with dashboards that merchandisers can actually use. (Pulled from G2’s [E-Merchandising category](https://www.g2.com/categories/e-merchandising).) 1. [**edrone**](https://www.g2.com/products/edrone/reviews) – Combines e-commerce CRM/automation with reporting & analytics to evaluate campaigns and on-site behaviors. Does its built-in dashboards surface the right KPIs for merch teams without exporting to BI? 2. [**Luigi’s Box**](https://www.g2.com/products/luigi-s-box/reviews) – Offers rich reports, A/B testing, and user data insights alongside search/recs/listing optimization—useful for tying merchandising changes to conversion lifts. Are the analytics granular enough for weekly test-and-learn? 3. [**Salesforce Commerce for B2B**](https://www.g2.com/products/salesforce-commerce-for-b2b/reviews) – Enterprise commerce with reporting, dashboards, and omnichannel features; lets B2B teams track product performance and buyer flows across touchpoints. Does it give merch KPIs out of the box or require add-ons? 4. [**Salesforce Commerce for B2C**](https://www.g2.com/products/salesforce-commerce-for-b2c/reviews) – Provides reporting, APIs, and omnichannel capabilities with AI to boost merchandiser productivity—helpful for tracking category performance and promo impact. How well do its native dashboards meet day-to-day needs? 5. [**Constructor**](https://www.g2.com/products/constructor-io-constructor/reviews) – AI-first product discovery with analytics tied to search, recommendations, and listing rank; learns from behavior to show revenue impact of merchandising moves. If you’ve used it, did the insights change how you prioritize categories? Would love feedback from teams using any of these: - Which platform gave the most **consistent, actionable analytics** (conversion, findability, lift by placement)? - How was the **implementation and time to value** for dashboards? - Any unexpected wins (e.g., better test velocity) or pain points (e.g., data gaps) along the way? Which tool gave you the clearest merch analytics out of the box (findability rate, PDP conversion, “no results” %, lift by placement) and did you keep it in-platform or export to GA4/BI for weekly readouts? Answered: Tanuja Bahirat on September 25, 2025 [Your answer](/discussions/what-are-the-best-tools-for-merchandising-analytics-and-performance-tracking/comments/new?remote=true) 0 [What are the best tools for combining merchandising with personalization?](/discussions/what-are-the-best-tools-for-combining-merchandising-with-personalization) Hey G2 community. Which platform has given you the best blend of automation + editorial control for combining merchandising with personalization? These are the tools I'm looking at based on G2's [**E-Merchandising Software**](https://www.g2.com/categories/e-merchandising) Category. 1. [**edrone**](https://www.g2.com/products/edrone/reviews): edrone is an AI-driven e-commerce CRM and automation suite that blends personalization (email, web, targeting, A/B testing) with on-site merchandising tactics like product recommendations and dynamic content. It’s built to plug in quickly and use shopper behavior to trigger tailored experiences that lift conversion with minimal manual effort. 2. [**Tagalys**](https://www.g2.com/products/tagalys/reviews): Tagalys is a visual merchandising engine that also powers recommendations and site search—letting teams mix AI ranking with business rules. Merchandisers can automate category/collection sequencing and layer in personalization signals, then track results via dashboards and reports to keep pages fresh without constant hand-tuning. 3. [**Luigi’s Box**](https://www.g2.com/products/luigi-s-box/reviews): Luigi’s Box unifies AI search, recommendations, product listing optimization, and analytics, so you can personalize discovery while automating how products are ordered across categories. Its insights highlight what shoppers engage with, helping teams balance automated ranking with curated placements.  These were some of the free tools I was considering: https://www.g2.com/categories/e-merchandising/free Answered: Tanuja Bahirat on September 25, 2025 [Your answer](/discussions/what-are-the-best-tools-for-combining-merchandising-with-personalization/comments/new?remote=true) - [‹ Prev‹ Prev](/categories/e-merchandising/resources?discussions_page=2) - [1](/categories/e-merchandising/resources) - [2](/categories/e-merchandising/resources?discussions_page=2) - 3 - [4](/categories/e-merchandising/resources?discussions_page=4) - [5](/categories/e-merchandising/resources?discussions_page=5) - [6](/categories/e-merchandising/resources?discussions_page=6) - [7](/categories/e-merchandising/resources?discussions_page=7) - … - [23](/categories/e-merchandising/resources?discussions_page=23) - [24](/categories/e-merchandising/resources?discussions_page=24) - [Next ›Next ›](/categories/e-merchandising/resources?discussions_page=4) ## E-Merchandising Software Reports Grid® Report for E-Merchandising Summer 2026 G2 Report: Grid® Report Mid-Market Grid® Report for E-Merchandising Summer 2026 G2 Report: Grid® Report Small-Business Grid® Report for E-Merchandising Summer 2026 G2 Report: Grid® Report Momentum Grid® Report for E-Merchandising Summer 2026 G2 Report: Momentum Grid® Report Small-Business Grid® Report for E-Merchandising Spring 2026 G2 Report: Grid® Report Momentum Grid® Report for E-Merchandising Spring 2026 G2 Report: Momentum Grid® Report Mid-Market Grid® Report for E-Merchandising Spring 2026 G2 Report: Grid® Report Grid® Report for E-Merchandising Spring 2026 G2 Report: Grid® Report Grid® Report for E-Merchandising Winter 2026 G2 Report: Grid® Report Mid-Market Grid® Report for E-Merchandising Winter 2026 G2 Report: Grid® Report