Constructor vs FactFinder
Constructor
constructor.com
FactFinder
fact-finder.comSide by side
| Figure | Constructor | FactFinder |
|---|---|---|
| Price from | — | — |
| Free plan | — | — |
| Free trial | — | — |
| Open source | — | — |
| Web | Yes | Yes |
| iOS | Yes | — |
| Android | Yes | — |
| API | Yes | Yes |
| Plans published | 1 | 1 |
| Spec score · Search Analytics Software | 8.3 (#6) | 7.3 (#25) |
| Spec score · AI Search and Discovery Platforms Software | 8.3 (#6) | 7.3 (#19) |
| Spec score · Product Search and Discovery Software | 8.2 (#6) | 7.2 (#18) |
| Founded | 2015 | 2001 |
| Integrations | Constructor's partner page lists technology partners including Akeneo, Alokai, BigCommerce, commercetools, Contentful, Contentstack, Salesforce Commerce Cloud, Shopify, and VTEX. | Ready-made commerce connectors are available for Shopify, Shopware, OXID and Magento, alongside APIs and web components. |
| Merchandising | Merchant Intelligence Agent and Merchandiser Controls provide insights, controls, dashboards, reports, and experiments for product discovery. | Teams can set ranking rules, pin products, manage promotions, tune synonyms and control recommendations. |
| Personalization | Its Commerce Reasoning Engine uses website clickstream and other shopper and market data to personalize discovery across touchpoints in real time. | Atlas AI adjusts product rankings using shopper clicks and purchases, including behavior from previous visits. |
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.
FactFinder
FactFinder has no write-up on Specifiction yet; its figures are above.