Mapp Fashion

Constructor

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

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

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

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

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

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.