Nosto vs. Recommend Comparison Chart

Shopify is a leading all-in-one commerce platform that enables businesses to start, build, and grow their online and physical stores. It offers tools to create customized websites, manage inventory, process payments, and sell across multiple channels including online, in-person, wholesale, and global markets. The platform includes integrated marketing tools, analytics, and customer engagement features to help merchants reach and retain customers. Shopify supports thousands of third-party apps and offers developer-friendly APIs for custom solutions. With world-class checkout technology, Shopify powers over 150 million high-intent shoppers worldwide. Its reliable, scalable infrastructure ensures fast performance and seamless operations at any business size.

AddSearch goes beyond traditional site search with AI Answers and AI Conversations, enabling businesses to deliver direct, conversational, and context-aware responses. Combined with lightning-fast search and smart recommendations, AddSearch helps organizations create personalized, engaging digital experiences across websites, e-commerce, and applications. Trusted by nearly 2,000 global customers in Media, Telecommunications, Government, Education, and more. AddSearch offers enterprise-grade features including advanced GenAI capabilities, personalization, advanced analytics, and SLA up to 99.999%. It works with any CMS, supports crawler or API-based indexing, and provides full setup services to save developer time. Built to deliver powerful search with AI Answers and Conversations that elevate digital experiences for website visitors—without adding complexity.

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.

Hightouch is the leading Composable CDP and AI Decisioning platform that empowers companies to activate their data warehouse to power personalized marketing and business operations. Trusted by leading organizations like PetSmart, Warner Music Group, Chime, Aritzia, and Whoop, Hightouch enables anyone to deliver personalized customer experiences, optimize performance marketing, and move faster by leveraging data and AI across their organization. Hightouch’s Composable Customer Data Platform collects behavioral events, resolves identities into Customer 360 profiles, builds audiences, syncs data to over 200 destinations like ad platforms and CRMs, and analyzes the results of marketing campaigns— all from the cloud data warehouse.

Klaviyo is the AI-first B2C CRM platform that helps you 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. Built-in AI agents plan and launch campaigns, personalize every send, answer questions, and resolve issues. 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

iPaper is a digital catalog platform that lets you convert your printed leaflets and catalogs into fully interactive digital shopping experiences. Capture shoppers' attention with product images and videos. Drive traffic and sales with in-catalog shopping over email, WhatsApp or directly integrated with your ecommerce webshop. The iPaper platform is built to fit your business and we offer advanced features to fully automate your setup. Getting started with iPaper is much more than just creating a catalog that looks good. It is built to help retailers create an automated interactive marketing channel that will drive traffic and inspire shoppers to buy.

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

Send messages your customers want to read (and act on). Attentive’s AI-powered SMS & email platform helps retail enterprises to e-commerce entrepreneurs engage customers and drive billions in revenue. We'll help you target the right audience and measure your most important metrics to optimize your marketing program. And with over 100 flexible integrations, you can seamlessly connect to the rest of your marketing stack. We partner with industry innovators in retail & e-comm, food & beverage, and media & entertainment. Attentive’s AI-powered SMS & email platform will double your ROI in just a few months. Learn more about our free 30-day trial.

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.

Ecwid by Lightspeed is the easiest way to add an online store to any webpage or social media profile. Used by hundreds of thousands of merchants in 175 countries, Ecwid has everything you need to reach your customers wherever they are: in-person, through your website, Instagram, Facebook, Amazon, or Google Shopping. And with Ecwid’s point-of-sale integrations, email marketing integrations, and dedicated mobile app, you can manage your marketing, merchandising, and sales - any time, anywhere.