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SPECIFICTION
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Constructor vs Empathy Platform

Constructor

constructor.com

Empathy Platform

empathy.co

Side by side

FigureConstructorEmpathy Platform
Price from——
Free plan——
Free trial——
Open source——
WebYesYes
iOSYesYes
AndroidYesYes
APIYesYes
Self-hosted—Yes
Plans published12
Spec score · Search Analytics Software8.3 (#6)7.6 (#18)
Founded20152012
IntegrationsConstructor's partner page lists technology partners including Akeneo, Alokai, BigCommerce, commercetools, Contentful, Contentstack, Salesforce Commerce Cloud, Shopify, and VTEX.The maker lists Adobe Commerce, VTEX, and custom or other commerce platforms; its VTEX integration includes a feed connector and storefront Pixel app.
MerchandisingMerchant Intelligence Agent and Merchandiser Controls provide insights, controls, dashboards, reports, and experiments for product discovery.The platform provides no-code controls for product ranking and results-grid presentation, along with analytics and search relevance metrics.
ProductConstructor describes itself as an AI-native commerce discovery platform that interprets shopper behavior, context, and intent.Empathy Platform is an AI-powered commerce search and discovery engine for retailers.

Plans

Constructor

  • Custom enterprise pricingPriced on request

Constructor pricing →

Empathy Platform

  • SaaSPriced on request
  • Self-managed Components (SmC)Priced on request

Empathy Platform pricing →

In their own words

Constructor

Constructor is a cloud platform for ecommerce search and product discovery, founded in 2015. It uses shopper behavior, context and intent to personalize discovery across search, autosuggest, browse, recommendations, collections, quizzes and retail media. The AI Shopping Agent guides shoppers through natural-language product searches, while the Product Insights Agent answers personalized product questions. Merchant Intelligence Agent and Merchandiser Controls provide merchandising insights, dashboards, reports, controls and experiments. B2B capabilities cover account-segmented pricing and availability, personalization and discovery across large catalogs. Search options include hybrid, vector and faceted search, with zero-result reporting, search conversion tracking and result click analytics. Catalogs can be supplied through connectors, scheduled JSON, JSONL or CSV feeds, or REST API updates. APIs and browser or server-side client libraries support retrieving results, sending behavioral events and updating data or configurations; named client libraries include JavaScript, Swift and Kotlin. Constructor says it reduces personal data exposure using anonymous IDs, IP truncation and hashed identifiers. Pricing is not published; prospective customers are directed to book a demo.

Visit constructor.com

Empathy Platform

Empathy Platform has no write-up on Specifiction yet; its figures are above.

Visit empathy.co