Constructor vs Zembula
Constructor
constructor.comZembula
zembula.comSide by side
| Figure | Constructor | Zembula |
|---|---|---|
| Price from | — | $0.01/mo |
| Free plan | — | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| iOS | Yes | — |
| Android | Yes | — |
| API | Yes | Yes |
| Plans published | 1 | 2 |
| Spec score · Email Personalization Software | 8.2 (#7) | 7.5 (#16) |
| Audience | Constructor says its product search and discovery solution is built for retailers, with dedicated solutions for B2B ecommerce and several retail sectors. | Zembula says its mission is to help enterprise retailers engage and convert potential customers with hyper-personalized content. |
| Integrations | Constructor's partner page lists technology partners including Akeneo, Alokai, BigCommerce, commercetools, Contentful, Contentstack, Salesforce Commerce Cloud, Shopify, and VTEX. | Zembula says it has 100+ integrations and provides integration services for free, including for custom data sources. |
| Personalization | Its Commerce Reasoning Engine uses website clickstream and other shopper and market data to personalize discovery across touchpoints in real time. | Its decision engine selects from hundreds of use cases and personalizes the selected content with customer data. |
Plans
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.