Algonomy vs. Constructor.io Comparison Chart

AddSearch provides a lightning-fast, effortless, and customizable site search and recommendation tool for any website or e-commerce site. It works with any CMS and provides an Enterprise level tools to manage search results. With nearly 2000 customers globally, in Media, Telecommunications, Government, Education, eCommerce and many more, AddSearch is a proven best-of-breed site search solution. AddSearch has all the Enterprise-level features that you need: - Autocomplete - Smart results ranking - Including / Excluding content - Advanced search analytics with 1 year retention - Filters and facets - Search personalization - Custom SSO - Audit logs - Recommendation Engine - Automated synonyms suggestions - Organizational User Management - Works with any CMS - Implementations with a crawler or API - SLA up to 99.999% - Fast turnaround time Prices start from $99/month when implementing the search yourself. Full setup service included in plans from $499/month.

Qloo is the “Cultural AI”, decoding and predicting consumer taste across the globe. A privacy-first API that predicts global consumer preferences and catalogs hundreds of millions of cultural entities. Through our API, we provide contextualized personalization and insights based on a deep understanding of consumer behavior and more than 575 million people, places, and things. Our technology empowers you to look beyond trends and uncover the connections behind people’s tastes in the world around them. Look up entities in our vast library spanning categories like brands, music, film, fashion, travel destinations, and notable people. Results are delivered within milliseconds and can be weighted by factors such as regionalization and real-time popularity. Used by companies who want to incorporate best-in-class data in their consumer experiences. Our flagship recommendation API delivers results based on demographics, preferences, cultural entities, metadata, and geolocational factors.

Product recommendations tailored to your customers' preferences in a fully-managed service. BytePlus Recommend draws from our expertise in machine learning to offer dynamic and targeted recommendations. Our industry-leading team has a track record of delivering recommendations for some of the world’s most popular platforms. You can learn from the data of your users to engage them better, and provide personalized suggestions based on granular customer behavior. BytePlus Recommend is easy to use — leveraging your existing infrastructure as well as automating the machine learning workflow. BytePlus Recommend leverages our research in machine learning to deliver personalized recommendations tailored to your audience’s preferences. Our experienced and talented algorithm team provides customized strategies that adapt to evolving business needs and goals. Our pricing is based on results from A/B testing. Optimization goals are determined based on business demands.

Klaviyo is an all-in-one platform that makes it easy for B2C businesses grow by integrating marketing, analytics, and customer service in one solution. Powered by unified data and built-in AI, it's faster and easier than ever to create personalized, lasting customer relationships. Klaviyo unifies your customer profiles by capturing every event, and then lets you orchestrate your email marketing, SMS marketing, push notifications, WhatsApp, and RCS campaigns in one place. Klaviyo AI helps you build audiences, write copy, and optimize — so you can always send the right message at the right time, automatically. With real-time attribution and insights, you'll be able to make smarter, faster decisions that drive ROI. Trusted by more than 170,000 businesses, Klaviyo can grow your business while keeping operations simple and customer relationships strong.

Get fresh customer data into all you marketing tools. No engineering, no SQL, no manual csv upload, or costly CDP required. Quick Setup: Get DinMo up and running in under 30 minutes - simplicity at its best. Audience Building, Simplified: Build any audience using our intuitive Audience Manager, no SQL needed One-Click Activation: Easily connect your customer data to all your business tools. Goodbye, CSV exports and Jira tickets. Dynamic Audience Management: Enjoy continuously updated data across all synced platforms, ensuring your strategies are always fueled by the freshest customer data.

Identity Matrix identifies provides person-level identification for 70% of your US web visitors (3-5x more than anyone on the market). Set up page intent and lead scoring rules, then store them directly in your CRM for direct outreach. On top of identification, Identity Matrix is the only software in the world that can provide person-level analytics, multi-touch attribution, and full 360 customer journey analysis. Understand exactly where every lead came from, understand the quality of each source of traffic, and analyze every segment of the buyer journey. Meet the world's first person-level insights platform that generates leads, optimizes the journey, and tackles multi-touch attribution. Get a free demo of Identity Matrix or start a free trial today.

Jasper PIM is a modern Software as a Service (SaaS) Product Information Management System, or PIM, operating as your core data repository – your single source of truth – for all product information. Jasper is one powerful tool to centralize, merchandise, and synchronize your product data throughout your eCommerce business. Set products content once and publish to multiple eCommerce platforms, even schedule content and pricing ahead of time. We support popular eCommerce platforms (ex. Shopify, BigCommerce, Magento) and marketplaces (ex. Amazon, Walmart, Ebay, Google Shopping and over 400 syndicating channels) We also provide Systems Integration Services to all our Enterprise customers looking for an iPaaS 360 multi stack integrations to backend systems like ERP, Accounting, CRM's, and unique frontend platforms. Jasper serves customers all over the world and has a solution that will fit your business needs & budget. Our Solution pricing starts at just $999 USD / month

STORIS provides ERP software solutions for the home furnishings and appliance industry. For over 35 years, it has delivered tools designed to meet the specific needs of retailers in this sector. STORIS’ ERP platform integrates core retail operations, including Point of Sale, Inventory Management, Logistics and Distribution, Buying Tools, Customer Service, Accounting, Financing, Reporting, Business Intelligence, and System Tools. The STORIS NextGen platform, a cloud-based and mobile-first solution, reduces transaction times from 35 minutes to 4-6 minutes, improving operational efficiency and supporting customer service. STORIS is built to help retailers streamline operations and manage their businesses effectively.

Your data, your insights—no third-party ownership or black-box analytics. Kubit is the leading Customer Journey Analytics platform for enterprises, enabling self-service insights, rapid decisions, and full transparency—without engineering dependencies or vendor lock-in. Unlike traditional tools, Kubit eliminates data silos, letting teams analyze customer behavior directly from Snowflake, BigQuery, or Databricks—no ETL or forced extraction needed. With built-in funnel, path, retention, and cohort analysis, Kubit empowers product teams with fast, exploratory analytics to detect anomalies, surface trends, and drive engagement—without compromise. Enterprises like Paramount, TelevisaUnivision, and Miro trust Kubit for its agility, reliability, and customer-first approach. Learn more at kubit.ai.

Admiral's Visitor Relationship Management (VRM) platform drives visitor relationships and revenue for news and media publishers. The solution combines subscriptions & paywalls, consent mgmt, adblock recovery, email and social growth tools, authentication, a first-party data engine, and more. Admiral delivers the right offer, at the right time, at every visitor touchpoint. No code is required, with a one-tag install, and amazing support. Admiral VRM delivers: -Adblock revenue recovery -Paywall and paid subscription management, -Registration wall and building first-party data sets, -Grow email newsletter signups, social media follows, and app downloads, -Donation campaigns, -GDPR and GPP Privacy Consent Management, CMP Admiral’s analytics dashboards, journey builders, segmentation, and targeting, all help publishers reach business objectives. Admiral is an Inc 5000 Company