Search & Product Discovery Tools

Constructor is the only search and product discovery platform designed exclusively for commerce where conversions matter. Our platform delivers unmatched KPI optimization and fast ROI for enterprise ecommerce brands, retailers, distributors, marketplaces, and more — while giving customers a personalized, enjoyable shopping experience. Unlike other platforms, Constructor is the only search and product discovery solution that was built from the ground up with clickstream data and advanced AI, not merely bolted onto a legacy keyword engine. Consistently outperforming competitors by an average of 3% in A/B tests, Constructor’s cloud-based solutions harness the power of natural language processing, machine learning, collaborative personalization, and Generative AI to deliver compelling user experiences across all aspects of product discovery. From search to browsing, recommendations, collections, merchant intelligence, quizzes, attribute enrichment, and AI shopping assistants, Constructor covers the entire discovery journey. Optimizing specifically for ecommerce metrics like revenue, conversion rate and profit, Constructor generates consistent $10M+ revenue lifts for our customers, which include some of the world’s most recognized brands, like Sephora, Petco, Bonobos, Target Australia, Birkenstock, The Very Group, and many more. Constructor was named a Strong Performer in The Forrester WaveTM for Commerce Search And Product Discovery, Q3 2023, and a Visionary in the First-Ever Gartner Magic Quadrant for Search and Product Discovery. Constructor also recently received multiple G2 Summer 2025 badges—including 'Grid Leader' for E-Merchandising, E-Commerce Personalization, 'High Performer for Enterprise,' and 'Best Support.’ Learn more at constructor.com.

Coveo is the leader in AI-Relevance, delivering best-in-class AI-search and generative experiences that maximize business outcomes at every point-of-experience.

Marqo is an AI-native ecommerce search platform built for online brands in fashion, beauty, electronics, and home goods. Powered by best-in-class semantic search and personalization technology, the platform leverages clickstream, purchase, and event data to understand shopper intent and deliver fast, relevant, and personalized search results and product recommendations. Marqo enables commerce teams to improve search relevance, increase conversion and average order value, and reduce manual merchandising effort through automated ranking and optimization. Designed specifically for ecommerce at scale, Marqo supports large and complex product catalogs and integrates seamlessly with leading commerce platforms including Shopify, Adobe Commerce, and Salesforce Commerce Cloud. Trusted by leading brands such as Redbubble, KICKS CREW, and Fashion Nova, Marqo delivers measurable revenue impact. Marqo was founded by former Amazon engineers and scientists with deep expertise in search relevance, distributed systems, and machine learning. Today, we power next-generation search experiences for some of the most innovative retailers and marketplaces worldwide.

Athos Commerce powers peak performance — wherever commerce happens. We unify AI-driven product discovery, search merchandising, personalization, and product intelligence into one precision platform. Athos helps brands sharpen visibility, refine operations, and turn every shopper interaction into growth — across websites, marketplaces, and social commerce. Thousands of brands rely on Athos to move faster, connect smarter, and grow with confidence.

Profound is the GenAI marketing intelligence platform that helps enterprise brands win in the age of AI-driven discovery. We help enterprise brands understand and optimize how they show up across ChatGPT, Perplexity, and other AI platforms where hundreds of millions of consumers now discover products. Our platform provides real-time visibility analytics, competitive intelligence, and actionable insights across the entire GenAI ecosystem - enabling marketing teams to turn AI-driven discovery into their competitive advantage.

Botify’s AI search solutions give brands the power to be found everywhere — by consumers, bots, and agents alike. Built for massive scale, Botify’s all-in-one platform combines data, insights, infrastructure, and automation with agents and expert managed services. Leading the shift to agentic commerce where bots are the new shoppers, Botify gives brands ultimate visibility across AI and search engines. Globally trusted by 500+ leading brands including Etsy, Crocs, Macy’s, Levi’s, Farfetch, and Marks & Spencer, Botify directly transforms discoverability challenges into measurable business outcomes and predictable revenue.

At our core is CommerceGPT—a purpose-built large language model platform that simulates millions of shopping journeys and learns from product, behavioral, and synthetic data to deliver real-time, context-aware results. Cimulate’s contextual discovery engine and new MCP Server unlock intelligent, high-conversion interactions across search, browse, recommendations, and conversational commerce—both on-site and across third-party answer engines like ChatGPT and Perplexity. Retailers like Tilly’s, PACSUN, and West Marine use Cimulate to solve the search problem, future-proof their stack, and lead in the era of agentic commerce. Subscribe for insights, demos, and success stories on the future of contextual commerce.

SearchBlox simplifies enterprise search for complex organizations. Our intuitive and intelligent tools offer out-of-the-box set up, secure encryption, and low total cost of ownership. AI-powered solutions optimize each step of the search journey to dramatically improve engagement. SearchBlox is the easy choice for leaders in financial services, healthcare, and government.

E-commerce is evolving, but retailers still face critical gaps - unconverted searches, rising ad costs, and fragmented discovery experiences. Adeptmind is here to fix that. With deep intent mining expertise, we use Gen AI to tackle retail’s biggest challenges, one by one - expanding organic search visibility, improving search performance, recovering lost ROAS, and seamlessly connecting physical products with digital shoppers. Our roots in AI innovation run deep. Our founders pioneered AI voice assistant models for Samsung, LG, Tesla, and Blackberry as part of Maluuba, a company that helped shape modern natural language understanding. Now, we’re applying that same expertise to transform search, discovery, and merchandising for retailers, ensuring every shopper finds what they’re looking for - when and where they need it.

Experro is a leading AI-powered Product Discovery Platform built to help eCommerce brands deliver intuitive, high-converting shopping experiences. With advanced Generative AI, conversational interfaces, and discovery intelligence, Experro adapts in real time to each shopper’s intent, behavior, and context, turning every interaction into a moment of higher relevance and higher conversion. With 16+ years of deep commerce expertise, Experro focuses on what merchants value most: better discovery, better engagement, and better revenue, without added operational complexity. Our Solutions: - Gen AI Search - Conversational AI Shopping Agent - Recommendations - Personalization - Merchandising - Smart Collections - Bundling - Merchant Intelligence ...and more. Powering hundreds of millions of shopper interactions every month, Experro is the trusted choice for retailers looking for reliable, long-term impact and an AI-driven foundation for the future of commerce.

Lucidworks makes search a superpower—ensuring the right information reaches the right people at the right time. As pioneers in practical AI implementation, Lucidworks clients achieve 391% ROI and are 2.5x more likely to successfully deploy generative AI initiatives than their peers. Global leaders including Lenovo, Morgan Stanley, American Express, Red Hat, and Lowe's rely on the Lucidworks Platform to power superior digital experiences that drive business results. Since 2007, Lucidworks has transformed complex data into actionable insights through AI-powered search and discovery solutions.

Mapp helps marketers build personalized customer experiences through our SaaS platform, Mapp Marketing Cloud. Our powerful technology combines AI-powered digital analytics and marketing automation to collect and unify customer data, extract insights, and trigger personalized campaigns across email, SMS, app, and your website. Mapp Marketing Cloud helps B2C and D2C companies: - Unify customer data from various sources like websites, eCommerce, loyalty platforms, CRMs, and mobile apps, build customer profiles, and enrich these with compliant first-party data collection. - Convert data into actionable insights around each customer’s socio-demographic, behavior, and preferences to create engaging online and offline experiences. - Personalize content using these customer insights and automate cross-channel marketing across your website, emails, SMS, mobile/web push notifications, and in-app messages. - Continuously monitor and optimize your campaigns with the help of AI to help drive high engagement, capitalize on new opportunities, activate churning customers, and build customer loyalty. More than 700 companies chose Mapp for their marketing needs, including well-known brands such as Ella’s Kitchen, Farrow & Ball, Furla, Admiral Group, GLD Group, Pan Macmillan, Pladis, and many more. We've been on the market for over 20 years and constantly innovate our products and services to ensure our clients have the best support, with our global offices in London, San Diego, Berlin, Munich, Milan, and Paris.

Syte is the only AI-powered product recommendation engine built from the ground up for apparel eCommerce, trusted by leading brands like Perry Ellis, Hibbett Sports, and Monoprix to boost conversions and increase sales.

True Fit is the leading AI platform apparel and footwear brands leverage to decode size and fit for consumers, driving conversion, return reduction and loyalty for brands. Its expert fit recommendations are powered by fashion's largest dataset to deliver accuracy across the broadest assortment of demographics and product categories including menswear, womenswear, childrenswear, intimates, swim and footwear. Through serving shoppers across its network of retailers’ websites, True Fit delivers rich datasets back to retailers to inform their strategies and initiatives - from marketing and merchandising to sourcing and product development. These data sets serve a tremendous need in today’s shifting market - who is this new shopper and how can they be met with relevance? True Fit is led by an experienced team of executives and leaders from fashion, retail, big data and ecommerce, and is backed by top investors. For more information, visit https://www.truefit.com/business Follow @truefit on Facebook and Twitter and @findyourtruefit Instagram.

Founded in 2013, GroupBy is an eCommerce Search and Product Discovery SaaS technology provider that powers some of the largest B2B and B2C brands. GroupBy’s AI-first composable platform is bringing next-generation search technology to retailers worldwide, helping to bridge the gap between consumer and merchant. powered by Google Cloud Vertex AI Search for Retail, the platform consists of Data Enrichment, Search and Recommendations, Merchandising, and Analytics and Reporting providing eCommerce merchants with access to a powerhouse of products and services designed to enhance the digital customer experience. Built on AI fundamentals, the GroupBy platform is transforming eCommerce merchandising from rule-based to revenue-generating, optimizing productivity and efficiencies, and reducing time to market - allowing retailers, wholesalers and distributors to focus on business strategic initiatives that drive revenue. To learn more about how GroupBy is shaping the future of eCommerce visit www.groupbyinc.com and follow us on LinkedIn, Twitter and Instagram.