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AI toolsLegal, finance & HRConstructor

Added Oct 28, 2026

Constructor

Paid
๐Ÿ‡บ๐Ÿ‡ธ United StatesConstructor.ioLegal, finance & HR views clicks to the websiteNo ratings
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AI product search and discovery platform for large retailers

AI product searchPersonalised browseRecommendationsAI Shopping AgentMerchandising controlsPaid
OverviewReleasesPricingAlternativesPros & ConsPromptsReviewsQ&A
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constructor.com
ConstructorAI product search and discovery platform for large retailersVisit constructor.com

What is Constructor?

Constructor is a product discovery platform that powers search, browse, recommendations and an AI shopping assistant for large e-commerce sites. Major retailers and grocery chains use it to rank products by what shoppers are most likely to buy.

Its models learn from clicks, add-to-carts and purchases to personalise search results and category pages, while merchandisers can boost or bury products by business goals such as margin or inventory. The AI Shopping Agent lets shoppers ask natural-language questions like what to buy for a camping trip.

Constructor is sold to enterprise retailers through annual contracts and integrates with commerce platforms such as Salesforce Commerce Cloud and custom stacks.

Features

  • AI product search
  • Personalised browse
  • Recommendations
  • AI Shopping Agent
  • Merchandising controls

Tags

E-commerceSearchRetail

Releases

+ Submit new release
  1. ListedOct 28, 2026

    Constructor was added to the directory.

Organization

Constructor.io

๐Ÿ‡บ๐Ÿ‡ธ United States

Listed by kitio.ai ยท unverified owner

Pricing

Pricing model
Paid
Paid options from
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Top Constructor alternatives

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Nosto

Legal, finance & HR

AI commerce experience platform for search, recommendations and merchandising

Paid๐Ÿ‡ซ๐Ÿ‡ฎMade in Finland
MirosNew

Legal, finance & HR

AI product discovery for fashion, furniture and decor stores

Paid
Signifyd

Legal, finance & HR

AI fraud protection and chargeback guarantee for online retailers

Paid๐Ÿ‡บ๐Ÿ‡ธMade in United States
Shopify Sidekick

Legal, finance & HR

AI commerce assistant built into the Shopify admin

Free trial ยท $39/mo๐Ÿ‡จ๐Ÿ‡ฆMade in Canada

Compare Constructor

  • Constructor vs Nosto
  • Constructor vs Miros
  • Constructor vs Signifyd
  • Constructor vs Shopify Sidekick

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  • Rebuy

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  • Jungle Scout

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  • Stylitics

    Retail AI for outfit bundles, product imagery and catalog data

    PaidLegal, finance & HR๐Ÿ‡บ๐Ÿ‡ธMade in United States
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Pros and cons

Pros

  • Optimises for revenue, not just relevance
  • Built for huge catalogues
  • Strong merchandising tools

Cons

  • Enterprise-only pricing
  • Integration needs engineering
  • Not for small stores

Prompts & results

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Reviews

Q&A

What is Constructor?

Constructor is a product discovery platform that powers search, browse, recommendations and an AI shopping assistant for large e-commerce sites. Major retailers and grocery chains use it to rank products by what shoppers are most likely to buy.

How much does Constructor cost?

Constructor is paid.

Is there a free version of Constructor?

No. Constructor is a paid tool.

What are the main features of Constructor?

AI product search, Personalised browse, Recommendations, AI Shopping Agent, Merchandising controls.

Who makes Constructor?

Constructor is made by Constructor.io.

What are the best alternatives to Constructor?

Popular alternatives include Nosto, Miros, Signifyd.

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