# What are the best platforms for automating merchandising strategies?

<ol>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/edrone/reviews"><strong>edrone</strong></a><strong>:</strong> edrone is an AI-driven e-commerce merchandising and personalization suite. It automates cross-sell/upsell recommendations, triggers campaigns from real-time shopper behavior, and provides reporting to tune on-site merchandising without heavy manual work—useful for teams wanting quick wins from automated playbooks. </li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/tagalys/reviews"><strong>Tagalys</strong></a><strong>:</strong> Tagalys is a visual merchandising engine for Shopify, Adobe Commerce, and BigCommerce. It automates product sequencing on category/collection pages, powers site search and recommendations, and offers dashboards and rules so merchandisers can blend AI ranking with business priorities at scale. </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> Luigi’s Box combines AI search, recommendations, product listing optimization, and rich analytics. Teams use its automation (A/B testing, typo-tolerant search, faceting, and dashboards) to improve discovery while retaining control via rules and integrations with major commerce stacks.</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> Constructor focuses on AI-first product discovery—automating search results, category ranking, and recommendations. Reviewers highlight reduced manual slotting and faster merchandising iterations as the platform surfaces insights and optimizes listings with minimal hand-tuning. </li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/clerk-io/reviews"><strong>Clerk.io</strong></a><strong>:</strong> Clerk.io is an all-in-one personalization and e-merchandising tool that automates product recommendations, search, and content placement. Its analytics and rules help teams continuously refine on-site merchandising with minimal manual upkeep. </li>
</ol><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true"></p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Hey G2 community. I’m looking to learn which <a class="a a--md" elv="true" href="https://www.g2.com/categories/e-merchandising">e-merchandising platforms</a> best automate category sequencing, recommendations, and search while still giving merchandisers override control. If you’ve used edrone, Tagalys, Luigi’s Box, Constructor, or Clerk.io, which delivered the biggest lift with the least manual effort?</p>

##### Post Metadata
- Posted at: 11 months ago
- Author title: Content Marketing Specialist
- Net upvotes: 1


## Comments
### Comment 1

&lt;p&gt;Here are some free tools I&#39;m considering: https://www.g2.com/categories/e-merchandising/free&lt;/p&gt;

##### Comment Metadata
- Posted at: 11 months ago
- Author title: Content Marketing Specialist





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