
Constructor.io
Constructor.io's alternatives and competitors
See how Constructor.io compares to similar products. Constructor.io's top competitors include Algolia, Bloomreach, and Lucidworks.

Algolia provides a search engine as a service for enterprise search headless e-commerce mobile and app search, and voice search. It offers products such as algolia Sear…
Why does Constructor.io win vs. Algolia
Constructor.io Provides…
- Analyst Briefing Submitted
Bloomreach offers a suite of cloud-based software that connects both customer and product data to personalize customer touchpoints and enable revenue-driving, digital c…
Constructor.io vs. BloomreachWhy does Constructor.io win vs. Bloomreach
User ExperienceConstructor.io Provides…
Constructor offers several key advantages over Bloomreach. Our use of clickstream data (which Bloomreach doesn’t use) allows us to provide highly individualized, attractive real-time recommendations (which Bloomreach can’t match). Bloomreach’s limited personalization engine, built on manual segmentation, requires a lot of work but doesn’t allow merchandising teams to understand or adjust its recommendation logic. Constructor’s transparent platform allows merchandisers to see and interact with the AI and “manage by exception” for special cases. Lucidworks builds AI-powered search solutions for various large brands. Fusion, Lucidworks' advanced development platform, provides the capabilities needed to design, d…
Constructor.io vs. LucidworksWhy does Constructor.io win vs. Lucidworks
Long-Term ROIConstructor.io Provides…
Lucidworks is built on open-source Lucene search technology that’s over 20 years old, and their approach to AI is limited by that legacy foundation. Lucidworks’ “closed-loop” platform doesn’t give merchandisers the transparency and ability they need to drive ecommerce KPIs, and Lucidworks is limited in driving those KPIs as they serve a large number of industries outside of ecommerce. Constructor’s exclusive ecommerce focus and superior machine learning based on clickstream data and natural language processing are able to drive much stronger results.- Analyst Briefing Submitted
Coveo uses AI and intelligent search technologies to personalize millions of digital experiences for customers, partners, dealers, and employees. Coveo combines unified…
Constructor.io vs. CoveoWhy does Constructor.io win vs. Coveo
Subscribe to see moreConstructor.io Provides…
Subscribe to see moreSubscribe to see moreSubscribe to see more - Analyst Briefing Submitted
Unbxd offers AI-powered search, merchandising, personalized recommendations for ecommerce merchants. Its product information management (PIM) aims to transform how digi…
Constructor.io vs. UnbxdWhy does Constructor.io win vs. Unbxd
Subscribe to see moreConstructor.io Provides…
Subscribe to see moreSubscribe to see moreSubscribe to see more - HAAnalyst Briefing Submitted
Halla develops taste intelligence software with the aim of using human behavior to direct shoppers to food items they want while also discovering new ones as they shop …
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Salesfire offers an intelligent conversion rate optimization platform that aims to influence the on-site customer journey and convert visitors into customers. The platf…
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Vue.ai is a computer vision and artificial intelligence company that provides a one-stop AI and image recognition platform for apparel retailers. It offers intelligent …
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- SYAnalyst Briefing Submitted
Syte is a Visual AI technology provider that helps retailers to tap into the personal inspiration of individual shoppers and deliver the right products using Syte's pro…
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Searchspring is an enterprise-level site search and merchandising platform that helps online retailers maximize search relevancy, increase conversions and order values,…
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Pimcore is a software vendor for free and open-source customer experience management, digital asset management, product information management, multi-channel publishing…
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SiteSpect provides SaaS-based optimization technology that enables marketers, product managers, and developers to test and optimize the entire digital user experience. …
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- SIAnalyst Briefing Submitted
Search.io is a search service that enables businesses to offer search experiences across websites, shops, and apps. It offers search result optimization and assists eCo…
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- OIAnalyst Briefing Submitted
Operative Intelligence offers a platform that helps contact centers understand the root cause of their customer demand - that is, the reason customers contact and why -…
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Lily AI uses AI to help brands and retailers understand the individual customer’s emotional context. Lily AI combines deep product tagging with deep psychographic analy…
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- LO
Lollipop develops a smart shopping assistant that automates the weekly grocery shop.
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Crossing Minds develops an Artificial Intelligence (AI) platform of cultural discovery that uses predictive models and cultural taste correlations to generate personali…
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Mutiny helps business-to-business, software-as-a-service companies present a message that's customized to each visitor on their website. The company was founded in 2018…
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RevLifter personalizes deals for retailers across various marketing channels. The platform uses AI to understand real-time signals from users' onsite behavior to delive…
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Depict.ai uses neural networks and computer vision to make e-commerce recommendations.
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Branch provides a mobile linking platform, with solutions that unify user experience and measurement across different devices, platforms, and channels. The company was …
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- BLAnalyst Briefing Submitted
Blyp is an AI-driven data analytics platform for e-commerce companies.
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- Analyst Briefing Submitted
Dynamic Yield is an AI-powered personalization platform that delivers individualized experiences at every customer touchpoint: web, apps, email, kiosks, IoT, and call c…
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Medallia provides customer experience management software that enables companies to capture customer feedback and deliver insights. It offers Net Promoter Score program…
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Foodmaestro allows brands and retailers to serve their consumers through data and digital product discovery.On November 30th, 2021, Foodmaestro was acquired by Walmart …
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Particular Audience provides artificial intelligence (AI) research and development services. The company turns behavioral data sets into product recommendations and dea…
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Froomle is a provider of self-learning recommendation engines, creating personalized online experiences in real-time. In partnership with researchers from the Universit…
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Mixpanel is a real-time analytics service that helps companies understand how users interact with web applications.
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Adeptmind is an online smart search. It helps users' search engines understand customers the way in-store employees do in order to connect people to the products they a…
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Amplitude (NASDAQ: AMPLT) provides mobile analytics that help companies leverage data to improve user growth. Amplitude provides Amplitude Analytics, a Built on Nova pl…
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UXCam is a tool that allows companies to improve user experience. The company visualizes data to help developers better understand how users interact with their app and…
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Intellimize helps marketers drive conversions and revenue growth by personalizing websites to deliver the right experience to each visitor on any device. The company au…
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aifora offers a data platform that helps merchants and brands to optimize their prices and inventories across channels and automate their processes.
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- Analyst Briefing Submitted
Prefixbox creates intelligent on-site search tools that boost eCommerce shops' conversion rates and revenue.
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Veylinx provides a realistic behavioral insights platform to answer major business questions surrounding new products and services during all stages of the development …
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Klevu is an instant site search solution for e-commerce stores. Klevu utilizes language technology and machine learning to improve the online store search functionality…
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- Analyst Briefing Submitted
Delvify’s AI-Driven solutions use machine learning to leverage the context of your data, categorize information, and trigger processes efficiently.
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- PS
PSYKHE is a psychology-based shopping platform that recommends fashion from popular platforms, stores, and brands personalized by users' personality and mood.
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Optimizely provides a web optimization platform. The platform offers A/B testing, multivariate testing, and website personalization for individuals and organizations wi…
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Northfork is a complete Saas platform that helps companies sell groceries by recipe and meal solutions. The technology translates recipes to products, creates personali…
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- AN
Anycart is an online meal discovery and grocery shopping service that partners with the largest national grocery retailers to fulfill and deliver online grocery orders.…
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- Analyst Briefing Submitted
Namogoo is a Digital Journey Continuity platform that enables online businesses to deliver a distraction-free customer journey by identifying and removing unauthorized …
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ViSenze powers visual commerce at scale for retailers, publishers, and OEMs. The company delivers intelligent image recognition solutions that shorten the path to actio…
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Elastic is a search engine based on Lucene. It provides a distributed, multitenant-capable full-text search engine with an HTTP web interface and schema-free JSON docum…
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Swiftype is building search software for websites and applications. Swiftype site search provides a fantastic search experience and delivers analytics that any site can…
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Similar.ai understands what fashion retailer customers are searching for and makes sense of the product catalogue to deliver relevant meaningful results. When a custome…
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eMeals provides a digital meal planning platform with integrated grocery pickup and delivery services. The company is based in Birmingham, Alabama.
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Mealime is a multi-platform (iOS, Android, Web) free meal planning app that takes all the hassle out of cooking healthy, delicious meals at home.
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Top 10 Constructor.io competitors
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Bloomreach offers a suite of cloud-based software that connects both customer and product data to personalize customer touchpoints and enable revenue-driving, digital commerce experiences. Its Commerce Experience Cloud includes three product pillars: Discovery, which offers AI-driven search and merchandising; Content, which offers a headless content management system (CMS); and Engagement, which offers a customer data platform (CDP) and marketing automation solutions. Bloomreach serves commerce companies all over the world. It was founded in 2009 and is based in Mountain View, California.

Algolia provides a search engine as a service for enterprise search headless e-commerce mobile and app search, and voice search. It offers products such as algolia Search for relevant search and discovery and algolia Recommend for recommended searches. It caters its solution to e-commerce, B2B e-commerce marketplaces, media, and SaaS Industries. Algolia products integrate with Salesforce, Netlify, Shopify and more. The company was founded in 2012 and is based in San Francisco, California.

Lily AI uses AI to help brands and retailers understand the individual customer’s emotional context. Lily AI combines deep product tagging with deep psychographic analysis to determine the active state of mind of each shopper and turns that into timely personalized interactions. The company was founded in 2015 and is based in Mountain View, California.

Particular Audience provides artificial intelligence (AI) research and development services. The company turns behavioral data sets into product recommendations and deal filtering. The platform aims to help e-commerce brands to enhance the customer experience both online and in-store. The firm was founded in 2017 and is based in Sydney, Australia.

Adeptmind is an online smart search. It helps users' search engines understand customers the way in-store employees do in order to connect people to the products they are looking to buy. Its deep learning engine is self-aware, so when it can't answer a request it can seek help from customer service agents.

Depict.ai uses neural networks and computer vision to make e-commerce recommendations.
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