# What are the best e-merchandising platforms for e-commerce managers delivering personalized customer experiences at scale?

<p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">For e-commerce managers comparing the best <a class="a a--md" elv="true" href="https://www.g2.com/categories/e-merchandising">e-merchandising platforms</a> for delivering personalized customer experiences at scale, I’d focus on how well each tool balances automated personalization with hands-on merchandising control.</p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">The <strong>G2 Grid report for E-Merchandising</strong> puts Adobe Commerce first with a G2 Score of 91. For this specific workflow, though, G2 reviewers point to several strong options:</p><ul>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/bloomreach-bloomreach/reviews"><strong>Bloomreach</strong></a><strong>:</strong> An e-commerce manager highlights strong control over search and product rankings, while other reviewers value personalized merchandising, customer segmentation, and omnichannel campaigns.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/constructor-io-constructor/reviews"><strong>Constructor</strong></a><strong>:</strong> Digital merchandising reviewers praise AI-driven search and discovery that learns from shopper behavior while still giving teams control over ranking and merchandising.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/salesforce-b2c-commerce/reviews"><strong>Salesforce B2C Commerce</strong></a><strong>:</strong> Reviewers highlight personalized journeys, predictive recommendations, automated sorting, promotions, and scalability across high-volume storefronts.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/luigi-s-box/reviews"><strong>Luigi's Box</strong></a><strong>:</strong> E-commerce reviewers value accurate search intent, relevant recommendations, and better product discovery across large catalogs.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/edrone/reviews"><strong>edrone</strong></a><strong>:</strong> E-commerce teams mention personalization, product recommendations, customer segmentation, and automation alongside an interface they can manage without heavy technical involvement.</li>
</ul><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">What stands out is the level of control each team wants. Constructor and Bloomreach get strong feedback when merchandisers want AI assistance without losing ranking control. Salesforce B2C Commerce is more suited to broader commerce operations, while Luigi’s Box and edrone focus heavily on discovery and personalized engagement.</p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">For e-commerce managers, where does personalization make the biggest difference today: search results, product recommendations, category pages, or promotional campaigns?</p>

##### Post Metadata
- Posted at: 18 days ago
- Author title: Marketer
- Net upvotes: 1


## Comments
### Comment 1

&lt;p&gt;The control question matters a lot once personalization scales. I’d want merchandisers to be able to override the model for launches, inventory pressure, margin priorities, or contractual placements without rebuilding rules from scratch. The useful test isn’t only whether AI improves relevance, but how quickly a human can intervene when commercial priorities change.&lt;/p&gt;

##### Comment Metadata
- Posted at: 18 days ago
- Author title: Writer





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