Recommendation Systems Companies

Airbnb

San Francisco, United States

Airbnb is a hospitality platform connecting travelers with lodging and experience providers globally. The company leverages AI-powered algorithms for dynamic pricing, personalized search ranking, and robust fraud prevention to optimize both host revenue and guest satisfaction. Targeting leisure and business travelers, Airbnb differentiates itself through a vast inventory of unique accommodations and experiences unavailable through traditional hotel chains.

MercadoLibre

Buenos Aires, Argentina

MercadoLibre operates the leading online marketplace in Latin America, facilitating commerce for individuals and businesses. Their core AI application is a recommendation and search engine powered by machine learning, optimizing product discovery and personalized shopping experiences for over 800 million listings. This technology drives sales volume and customer engagement within their established e-commerce and fintech ecosystem, primarily serving consumers and sellers across the Latin American region.

Spotify AI

Stockholm, Sweden

and publicly available knowledge: Spotify leverages advanced machine learning models – including collaborative filtering and natural language processing – to power personalized music and podcast recommendations through features like Discover Weekly and Release Radar. Their AI capabilities extend to audio analysis for features such as the DJ automated DJ experience and podcast transcription, as well as content moderation systems designed to ensure platform safety. With over 574 million monthly active users globally, Spotify’s AI-driven personalization is a key differentiator in the competitive streaming market and contributes significantly to user engagement and retention.

DoorDash

San Francisco, United States

DoorDash is a leading on-demand food and goods delivery platform operating primarily in the United States. The company leverages machine learning models for real-time demand forecasting, efficient driver dispatch, and optimized route planning to minimize delivery times and costs. This technology serves both consumers seeking convenient delivery and merchants aiming to expand reach and streamline fulfillment, ultimately driving profitability within the competitive last-mile delivery market.

Coupang

Seoul, South Korea

Coupang is a South Korean e-commerce and logistics company leveraging artificial intelligence to optimize its end-to-end customer experience. Their core technology is an AI-powered logistics network – including demand forecasting, warehouse automation, and delivery route optimization – enabling “Rocket Delivery,” a same-day or next-day delivery service. Coupang primarily targets South Korean consumers seeking rapid fulfillment and convenience, differentiating itself through speed and efficiency in a highly competitive e-commerce market.

Robinhood

Menlo Park, United States

Robinhood is a financial services company offering commission-free trading of stocks, options, and other financial instruments primarily to retail investors. They leverage AI-powered algorithms for trade execution, risk management, and to deliver personalized data and insights within their platform. Robinhood differentiates itself by providing accessible investing with fractional shares, extended trading hours, and cash management features, appealing to a new generation of investors.

Roblox AI

San Mateo, United States

Roblox AI develops and deploys artificial intelligence solutions to power the Roblox platform, a user-generated massive multiplayer online game. Their core technology focuses on generative AI tools for content creation alongside AI-driven systems for content moderation and platform safety. Targeting the vast Roblox developer community and its millions of daily users, Roblox AI aims to scale content creation and maintain a safe, engaging virtual environment through automated solutions.

Zomato

Gurugram, India

Zomato is an India-based technology platform specializing in online food delivery and restaurant discovery. Their core offering leverages machine learning algorithms to provide personalized restaurant recommendations and optimize delivery logistics across a network of over 1.5 million restaurants. Targeting the rapidly growing Indian food technology market, Zomato differentiates itself through hyperlocal delivery networks and a comprehensive platform integrating discovery, ordering, and quick commerce capabilities.

Expedia

Seattle, United States

Here's a company description for Expedia, based on the provided information and aiming for factual, specific, and professional language: Expedia leverages artificial intelligence to optimize the travel booking process and enhance customer experience. Their core AI product is a recommendation engine and natural language processing (NLP) system powering personalized travel suggestions, dynamic pricing, and a conversational booking interface. Targeting leisure and business travelers, Expedia utilizes AI to increase booking conversion rates and customer loyalty through data-driven personalization at scale.

Affirm

San Francisco, United States

Affirm is a U.S.-based fintech company providing buy now, pay later (BNPL) solutions directly to consumers and through merchant partnerships. Their core technology utilizes machine learning models for real-time credit risk assessment and fraud detection, enabling flexible payment plans – including interest-free options and longer-term financing with transparent costs. Affirm differentiates itself by offering a BNPL option without late fees and providing upfront cost visibility, targeting consumers seeking accessible and predictable financing for purchases.

Zillow AI

Seattle, United States

Zillow AI is a PropTech company operating the leading U.S. real estate marketplace. Their core technology is the Zestimate, an automated valuation model (AVM) leveraging machine learning to estimate property values, alongside AI-powered recommendation engines for listings. Zillow targets both home buyers/renters and real estate professionals, providing data-driven insights and a comprehensive platform for property search and valuation.

Instacart

San Francisco, United States

Instacart operates a North American e-commerce platform facilitating on-demand grocery delivery and pickup from over 300 retailers. Their core technology leverages AI-powered recommendation engines and search algorithms to personalize the shopping experience and optimize fulfillment. Instacart primarily serves individual consumers seeking convenience and rapid delivery of groceries and household essentials, while also offering services to retailers to enhance their online presence and delivery capabilities.

Allegro

Poznan, Poland

Allegro is a leading Polish e-commerce marketplace leveraging AI to enhance the online shopping experience. Their core AI product is a personalized recommendation and search engine, utilizing machine learning to improve product discovery and conversion rates. Targeting the Polish consumer market, Allegro differentiates itself by offering a localized and increasingly intelligent platform for a broad range of goods.

Naukri.com

Noida, India

Naukri.com is India’s leading online recruitment platform connecting job seekers with employers. Leveraging a proprietary AI-powered matching engine, the platform analyzes candidate profiles and job descriptions to deliver highly relevant search results and candidate recommendations. This technology primarily serves the Indian market, offering employers efficient access to qualified talent and job seekers streamlined job discovery.

Nykaa

Mumbai, India

Nykaa is an Indian D2C e-commerce platform specializing in beauty and personal care products. They leverage AI-powered recommendation engines and personalized product discovery tools to enhance the online shopping experience for their customers. This technology aims to increase conversion rates and customer lifetime value within India’s rapidly growing beauty market by delivering tailored product suggestions based on individual preferences and needs.

Sea AI

Singapore, Singapore

Sea Group is a multinational consumer internet company operating leading platforms in digital entertainment (Garena), e-commerce (Shopee), and digital payments (Monee). Shopee, its e-commerce platform, leverages AI-powered recommendation systems and logistics optimization to personalize the shopping experience and enhance operational efficiency. Targeting consumers and small businesses across Southeast Asia and beyond, Sea Group provides an integrated digital ecosystem facilitating entertainment, commerce, and financial services.

Byju's

Bangalore, India

Byju's is an Indian EdTech company delivering online learning programs for K-12 students, as well as test preparation for competitive exams including NEET, JEE, and UPSC. Their core offering is a personalized learning app utilizing adaptive learning algorithms to tailor educational content and pacing to individual student needs. Byju's differentiates itself through a two-teacher model – one to deliver content and another to address individual student questions and provide support.

Gojek

Jakarta, Indonesia

Gojek is a Southeast Asian “super app” providing on-demand transportation, food delivery, logistics, and digital payment services primarily within Indonesia. Their core AI capabilities focus on optimizing ride and delivery dispatch, route planning, and fraud detection to efficiently connect users with services and drivers. Gojek differentiates itself through integrated public transport solutions and a commitment to sustainability, as demonstrated by features like GoGreener and carbon offset initiatives.

Klarna AI

Stockholm, Sweden

Klarna is a Swedish fintech company that provides flexible payment solutions for online and in-store purchases. Their core offering is “Buy Now, Pay Later” services – including options for payment in 3 installments, within 30 days, or longer-term financing – powered by AI-driven credit risk assessment and fraud prevention. Klarna targets consumers seeking convenient and adaptable payment methods, and partners with e-commerce merchants to increase sales through enhanced payment flexibility.

Kinaxis

Ottawa, Canada

Kinaxis is a Canadian software company providing cloud-based supply chain planning solutions powered by a concurrent planning engine. Their flagship product, Maestro, utilizes context-aware AI to enable end-to-end supply chain visibility and rapid, collaborative decision-making. Kinaxis primarily serves large enterprises seeking to improve supply chain resilience, particularly in response to disruptions like tariffs and geopolitical instability, as evidenced by solutions like their Tariff Response offering.

TripAdvisor

Needham, United States

Here's a company description for TripAdvisor, based on the provided information and aiming for factual, specific, and professional language: TripAdvisor operates a travel guidance platform leveraging natural language processing (NLP) to analyze user-generated reviews and extract insights about accommodations, restaurants, and attractions. Their core AI product is a sentiment analysis and topic modeling engine that powers personalized recommendations and facilitates comparative travel planning. Targeting leisure and business travelers, TripAdvisor differentiates itself by aggregating and structuring vast quantities of user reviews to provide data-driven decision-making support.

Ola

Bangalore, India

Ola is a mobility platform operating primarily in India, offering on-demand ride-hailing, fleet management services, and a growing EV charging network. Their core technology leverages AI-powered algorithms for dynamic pricing, route optimization, and demand prediction to efficiently connect riders and drivers. Ola targets the mass market for personal transportation while increasingly focusing on establishing a comprehensive ecosystem for electric vehicle adoption and operation.

Swiggy

Bangalore, India

Here's a company description for Swiggy, based on the provided information: Swiggy is an India-based platform specializing in food delivery and quick commerce, operating across both restaurant and grocery verticals. The company leverages machine learning algorithms for dynamic route optimization of its delivery fleet and predictive modeling of consumer demand to minimize delivery times and improve inventory management. This technology enables Swiggy to efficiently serve a large and rapidly growing urban consumer base with on-demand services.

OYO Rooms

Gurugram, India

OYO Rooms is a global hospitality company leveraging AI-powered revenue management and inventory optimization to maximize occupancy and profitability across its network of hotels and accommodations. Their core technology centers on dynamic pricing algorithms that adjust rates based on real-time demand, competitor pricing, and property-specific data. Targeting budget-conscious travelers and hotel owners, OYO aims to deliver consistently affordable lodging options while increasing revenue for its partner properties, primarily in emerging markets like India and expanding internationally.

Compass AI

New York, United States

Compass AI is a technology-driven real estate brokerage leveraging AI-powered tools to optimize property transactions. Their core offering is a platform providing data-driven pricing recommendations and agent productivity features, alongside a “Concierge” service utilizing upfront investment in home preparation to accelerate sales. Compass targets both home sellers seeking premium results and real estate agents aiming to enhance client service and transaction efficiency.

Lazada

Singapore, Singapore

Lazada is a Southeast Asian e-commerce marketplace leveraging AI-powered solutions to optimize its logistics, payments, and overall shopping experience. Their platform utilizes AI for tasks such as personalized recommendations, fraud detection, and efficient supply chain management to connect businesses with consumers across the region. Primarily targeting both retailers and consumers in Southeast Asia, Lazada aims to facilitate scalable e-commerce operations and growth within a diverse market.

Tokopedia

Jakarta, Indonesia

Tokopedia is a leading Indonesian e-commerce marketplace leveraging AI to enhance its platform. Their core AI product focuses on personalized product recommendations and intelligent search algorithms, driving increased conversion rates and user engagement. Targeting the rapidly growing Indonesian online retail market, Tokopedia differentiates itself by improving discoverability within its extensive catalog of products from diverse sellers.

Kahoot

Oslo, Norway

Kahoot! is a game-based learning platform utilized by over one billion annual players across educational, professional, and social settings. Their core offering leverages AI-powered personalization to adapt learning experiences and provide insights into player understanding. Kahoot! primarily serves educators and corporate trainers seeking to increase engagement and knowledge retention through interactive, data-driven game formats.

Nubank AI

São Paulo, Brazil

Nubank AI is a Brazilian digital bank leveraging machine learning models for automated credit risk assessment and fraud prevention. Their core offering is a full-service digital banking platform, including credit cards and high-yield savings accounts, designed for a mass market currently underserved by traditional financial institutions. Nubank differentiates itself through transparent pricing, eliminating fees and offering competitive rates, appealing to a broad consumer base in Brazil and beyond.

Flexport

San Francisco, United States

Flexport is a logistics platform that digitizes and streamlines global freight operations for businesses of all sizes. Utilizing a data-centric approach, Flexport provides SKU-level supply chain visibility and automation, encompassing ocean and air freight, customs brokerage, and container optimization. The company targets businesses seeking to improve efficiency, reduce costs, and gain real-time control over their end-to-end supply chains, from purchase order to final delivery.

Rappi

Bogotá, Colombia

Rappi is a Latin American on-demand delivery platform operating as a “super app” offering services including restaurant meals, groceries, and pharmacy items. Their core AI technology focuses on logistics optimization, utilizing algorithms to efficiently manage delivery routes, predict demand, and personalize product recommendations to users. Rappi primarily targets consumers in Latin America seeking convenient access to a broad range of goods and services delivered directly to their location.

Coursera

Mountain View, United States

Coursera is an online learning platform offering university-level courses, specializations, and degrees from leading institutions and industry partners. Utilizing AI-powered recommendation systems and a generative AI assistant ("Coursera Coach"), the platform personalizes learning paths and provides on-demand support to students. Coursera primarily targets individuals seeking to upskill, reskill, or earn credentials for career advancement, with a focus on in-demand fields like machine learning and data science as evidenced by partnerships with companies like Google and IBM.

Getir

Istanbul, Turkey

Here's a company description for Getir, based on the provided information and aiming for factual, specific, and professional language: Getir is a quick-commerce company operating in Turkey that leverages AI-powered route optimization and demand forecasting to facilitate ultra-fast delivery of groceries and everyday essentials. Their core technology centers on a proprietary AI platform managing a network of hyperlocal micro-fulfillment centers. This enables Getir to offer delivery within minutes, targeting urban consumers prioritizing speed and convenience in their grocery shopping.

Navan

Palo Alto, United States

Navan is a corporate travel and expense management platform utilizing AI-powered automation to streamline booking, reporting, and policy enforcement. Their core product integrates travel inventory from major suppliers with customizable spending controls and real-time data analysis to optimize travel spend. Navan targets mid-to-large sized businesses seeking to reduce costs and improve efficiency in their travel programs, offering both self-service and high-touch service options through their Navan Pro offering.

Yanolja

Seoul, South Korea

Yanolja is a South Korean travel and hospitality technology company operating the “NOL” platform. They leverage AI-powered recommendation engines to offer discounted pricing and personalized booking options for accommodations, flights, leisure activities, and entertainment. Targeting both domestic and international travelers, Yanolja differentiates itself through a comprehensive, AI-driven platform encompassing the entire travel experience, extending beyond bookings into daily life leisure options.

Coveo

Quebec City, Canada

Coveo is a Canadian AI platform company specializing in relevance solutions for enterprise knowledge and customer experiences. Their AI Relevance™ platform integrates with existing systems to deliver unified search, recommendations, and generative AI-powered conversational discovery. Coveo targets large organizations seeking to improve information access, drive e-commerce revenue, and enhance customer and employee experiences without replacing existing technology investments.

ShareChat

Bangalore, India

ShareChat is an Indian social media and short-video platform focused on vernacular language content. The company utilizes AI-powered content moderation and recommendation algorithms to personalize feeds and ensure safety across 15+ Indian languages. Targeting India’s diverse linguistic population, ShareChat provides a localized social experience currently underserved by global platforms.

Bolt (Taxify)

Tallinn, Estonia

Bolt is a multi-service mobility platform operating in over 600 cities across 50+ countries, offering ride-hailing, micromobility, food & grocery delivery, and car rental services. The company leverages AI-powered algorithms for dynamic pricing, route optimization, and demand prediction to efficiently match supply and demand across its diverse service offerings. Bolt differentiates itself by providing a comprehensive, integrated mobility solution, and also offers data-driven insights to city planners for improved urban connectivity.

Project44

Chicago, United States

Project44 provides a decision intelligence platform, “Movement,” that leverages machine learning to deliver real-time supply chain visibility across all modes of transportation. The platform consolidates order, inventory, and shipment data – including IoT signals – to provide predictive insights and automate processes like freight procurement and disruption management. Project44 targets large shippers and logistics providers seeking to optimize costs, reduce risk, and improve service through data-driven supply chain control.

Meesho

Bangalore, India

Meesho is an Indian social commerce platform facilitating resale for individual entrepreneurs. Their core AI technology centers on image-based product discovery and personalized seller-product matching, connecting resellers with high-demand inventory based on regional trends and user preferences. This approach uniquely targets India’s fragmented retail landscape by empowering individuals – particularly in Tier 2+ cities – to launch online businesses with minimal capital.

CRED

Bangalore, India

CRED is a fintech company operating in India that incentivizes responsible financial behavior among credit card users. Their core product leverages AI-powered risk assessment to curate a private community of high-credit score individuals, offering exclusive rewards and premium experiences. This targeted approach differentiates CRED by focusing on a financially stable demographic underserved by traditional rewards programs, fostering brand loyalty and reducing risk for partner businesses.

Noon

Dubai, United Arab Emirates

Noon is a regional e-commerce marketplace operating primarily in the Middle East. The company leverages AI-powered recommendation engines to personalize the shopping experience and utilizes machine learning for optimizing its supply chain and logistics network. This focus on AI-driven efficiency allows Noon to offer competitive pricing and faster delivery times within a rapidly growing regional e-commerce market.

Ninja Van

Singapore, Singapore

Ninja Van is a leading logistics provider specializing in last-mile delivery across Southeast Asia. The company utilizes AI-powered route optimization algorithms to improve delivery efficiency and reduce costs within a complex regional landscape. Targeting e-commerce merchants and businesses requiring regional shipping, Ninja Van differentiates itself through extensive service coverage and data-driven delivery solutions.

Lime

San Francisco, United States

Lime is a micromobility provider operating fleets of shared electric scooters. The company leverages proprietary AI-powered demand prediction and route optimization algorithms to dynamically balance scooter availability and proactively redistribute inventory across its operating areas. This technology enables Lime to maximize scooter utilization, minimize rider wait times, and improve operational efficiency in dense urban environments.

Wolt

Helsinki, Finland

Wolt is a logistics platform connecting customers with local restaurants, grocery stores, and retailers for on-demand delivery. They utilize AI-powered route optimization and demand prediction algorithms to facilitate fast and efficient delivery services, often within a 30-minute timeframe. Targeting both consumers and businesses, Wolt provides a delivery-as-a-service solution that increases sales for merchants while offering convenience to end-users, and also offers a dedicated logistics solution ("Wolt Drive") for e-commerce businesses.

Starling Bank

London, United Kingdom

Starling Bank is a UK-based digital challenger bank providing personal and business banking services entirely through a mobile application. Their core technology leverages machine learning algorithms for real-time fraud prevention and powers features like spending categorization and personalized financial insights. Starling differentiates itself by offering granular financial management tools – including budgeting with virtual cards and automated savings features – directly within its platform, targeting digitally-native consumers and small businesses seeking greater control over their finances.

Tabby

Dubai, United Arab Emirates

Tabby is a fintech company operating in the Middle East and North Africa (MENA) region, providing buy-now-pay-later (BNPL) services at the point of sale. Their core offering utilizes AI-driven credit assessment to enable consumers to split purchases into four interest-free monthly installments. Tabby targets digitally-native consumers and retailers seeking to increase conversion rates and average order values within a region with historically limited access to traditional credit.

Mirakl

Paris, France

Mirakl provides a marketplace platform enabling enterprises to launch and scale online marketplaces and dropship programs. Their core technology utilizes AI for catalog management, personalized advertising (Mirakl Ads), and automated seller onboarding/payment processes. Targeting large retailers, manufacturers, and distributors, Mirakl offers a composable tech stack designed to expand product assortment, increase revenue, and improve operational efficiency within the e-commerce landscape.

Kavak

Mexico City, Mexico

Kavak operates a full-stack e-commerce platform for pre-owned vehicles, primarily serving the Latin American market. The company leverages proprietary AI-driven pricing and inspection algorithms to standardize and guarantee the quality of its vehicle inventory. By formalizing the historically fragmented used car market, Kavak offers consumers a transparent and reliable purchasing experience alongside financing and after-sales services.

Wealthsimple

Toronto, Canada

Wealthsimple is a Canadian financial technology company providing accessible investment and banking solutions. Their core offering is a robo-advisor platform utilizing algorithms to build and manage diversified investment portfolios at low fees, alongside commission-free trading and high-interest cash accounts. Wealthsimple targets Canadian retail investors seeking automated wealth management and a comprehensive, low-cost alternative to traditional banking and investment services.

Creditas

São Paulo, Brazil

Creditas is a Brazilian fintech company providing secured lending and financial services. They utilize AI-powered credit assessment to offer loans backed by assets like real estate and vehicles, enabling access to credit for a broader range of consumers. Unlike traditional lenders, Creditas focuses on providing longer repayment terms and lower rates by leveraging asset-backed security, and also offers financial wellness programs to corporate clients.

Kitopi

Dubai, United Arab Emirates

Kitopi operates a network of cloud kitchens throughout the Middle East, fulfilling online food orders for a variety of restaurant brands. Their core technology utilizes AI-powered demand forecasting to optimize kitchen operations, inventory management, and delivery logistics. This allows Kitopi to offer scalable, cost-effective kitchen infrastructure and delivery services to restaurant partners seeking to expand their reach without significant capital investment.

Carro

Singapore, Singapore

Here's a company description for Carro, based on the provided information and aiming for factual, specific, and professional language: Carro is a Singapore-based full-stack automotive marketplace leveraging AI to digitize the car ownership lifecycle. Their core product is an AI-powered platform for vehicle valuation, condition assessment, and streamlined online sales, offering both consumers and dealers data-driven pricing and transaction capabilities. Carro primarily targets the Southeast Asian market, providing a technology-enabled alternative to traditional car buying and selling with integrated financing options.

Careem

Dubai, United Arab Emirates

Careem is a multi-service “super app” operating primarily in the MENAP region, offering ride-hailing, food and grocery delivery, and financial services. The company leverages AI-powered demand prediction and route optimization to efficiently connect customers with services and optimize logistics across its platform. Targeting a broad consumer base and increasingly focusing on digital payments, Careem aims to be the leading all-in-one lifestyle platform for the region.

QuintoAndar

Sao Paulo, Brazil

QuintoAndar is a Brazilian PropTech platform that streamlines the residential rental and purchasing process. Utilizing data-driven algorithms, the company offers a full-service experience including online property viewings, digital contracts, and guarantor-free rentals, as well as consortium-based financing for property purchases. QuintoAndar targets Brazilian renters and homebuyers seeking a simplified, transparent, and financially accessible real estate experience.

PolicyBazaar

Gurugram, India

Here's a company description for PolicyBazaar, based on the provided information and aiming for factual precision: PolicyBazaar is an online platform that facilitates comparison shopping for insurance policies in India. Utilizing a proprietary AI-powered recommendation engine, the company analyzes user data to suggest optimal insurance plans from a wide range of providers. This technology serves individual consumers seeking tailored insurance coverage and aims to increase price transparency within the Indian insurance market.

Razorpay

Bengaluru, India

Razorpay is an Indian fintech company providing payment processing services to businesses. Their core offering is a full-stack payment gateway and financial suite leveraging machine learning for real-time fraud analysis and risk management. Targeting a broad range of Indian businesses, particularly those operating online, Razorpay simplifies payment acceptance across multiple methods including UPI, credit/debit cards, and net banking.

Hopper

Montreal, Canada

Hopper is a travel booking platform leveraging AI-powered price prediction to assist consumers with travel planning. Their core technology analyzes billions of data points to forecast future price fluctuations for flights, hotels, and car rentals, recommending optimal booking times. Targeting cost-conscious travelers, Hopper aims to deliver the lowest price on travel accommodations through data-driven insights and proactive price monitoring.

Loft

São Paulo, Brazil

Loft is a Brazilian PropTech company that utilizes AI-driven valuation models to facilitate the purchase and sale of residential properties. Their core product is a platform offering instant offers and streamlined transactions for over 50,000 listings across major Brazilian cities. Loft targets individual property owners and buyers seeking a faster, more transparent, and digitally-enabled real estate experience compared to traditional methods.

Advance Intelligence Group

Singapore, Singapore

Advance Intelligence Group is a Singapore-based technology company building AI-driven solutions for the financial and e-commerce sectors. Their core offering, ADVANCE.AI, provides digital identity verification and credit risk assessment tools, while Atome Financial offers “buy now, pay later” services and Ginee provides e-commerce enablement solutions for merchants. They serve financial institutions, merchants, and consumers across Southeast Asia, focusing on increasing access to credit and streamlining online commerce.

Thumbtack

San Francisco, United States

Here's a company description for Thumbtack, based on the provided information: Thumbtack operates a digital marketplace connecting homeowners with local professionals for a wide range of home services. Their core technology utilizes AI-powered matching algorithms to connect customers with pros based on project needs, location, and verified qualifications. This targeted approach differentiates Thumbtack by streamlining the often-complex process of finding and vetting reliable home service providers for US consumers.

Clearco

Toronto, Canada

Clearco is a fintech company providing revenue-based financing to e-commerce and SaaS businesses. Utilizing proprietary AI-driven underwriting, they offer flexible funding solutions – including fixed and rolling working capital, invoice funding, and cash advances – based on a company’s existing revenue performance. Clearco targets rapidly scaling direct-to-consumer brands seeking non-dilutive capital to fuel growth initiatives like inventory, marketing, and operational expenses.

ApplyBoard

Waterloo, Canada

ApplyBoard is a Canadian EdTech platform facilitating international student recruitment and placement. The company leverages an AI-powered application platform to streamline the often complex process of applying to universities and colleges abroad, boasting a 95% application success rate. ApplyBoard targets international students seeking higher education and partner institutions looking to expand their global reach by simplifying application management and improving student outcomes.

Mapbox

San Francisco, United States

Mapbox provides location-based APIs and SDKs that enable developers to integrate customizable mapping, navigation, and search functionality into applications across web, mobile, and automotive platforms. Their core technology centers on a geospatial data platform and AI-powered routing engines that deliver real-time traffic insights and precise location data. Mapbox serves businesses requiring advanced location services, including logistics, ride-sharing, automotive manufacturers, and weather data providers, offering scalable solutions built on data from over half a billion monthly active users.

Lunar

Aarhus, Denmark

Lunar is a Danish digital bank leveraging AI-powered transaction analysis to offer personalized financial management tools and enhanced fraud prevention. Their core offering is a mobile-first banking platform with tiered subscription plans providing positive interest rates and budgeting features. Lunar targets internationally-focused individuals and residents in Denmark seeking a digitally native banking experience with integrated reward programs like SAS EuroBonus.

iFood AI

Osasco, Brazil

iFood AI is a Brazilian technology company leveraging artificial intelligence to optimize its food delivery and marketplace platform. Their core technology centers on demand prediction and route optimization algorithms, alongside personalized recommendation systems for users. Targeting both consumers and restaurant/market partners, iFood AI aims to improve delivery efficiency and enhance user experience within Brazil’s competitive food delivery landscape.

Nuvemshop AI

São Paulo, Brazil

Nuvemshop AI is a Brazilian e-commerce platform providing tools for businesses to establish and scale online stores. The platform leverages AI-powered product recommendations and automation features to enhance the customer journey and streamline operations. Nuvemshop primarily targets entrepreneurs and growing businesses in Brazil seeking an all-in-one solution to manage both online and offline sales channels.

Stitch Fix

San Francisco, United States

Stitch Fix is an e-commerce company offering personalized clothing recommendations and home delivery. They leverage machine learning algorithms to analyze customer style profiles and purchase history, enabling stylists to curate and ship clothing selections tailored to individual preferences and sizes. This service targets time-constrained consumers seeking convenient and personalized wardrobe updates, effectively outsourcing the shopping experience.

Loggi

São Paulo, Brazil

Loggi is a Brazilian logistics platform that optimizes last-mile delivery services across the country. Their core technology utilizes AI-powered route optimization and delivery management to reduce costs and improve delivery times. Loggi primarily serves businesses requiring efficient and affordable shipping solutions, particularly those leveraging WhatsApp for commerce within Brazil.

Bukalapak

Jakarta, Indonesia

Bukalapak is a leading Indonesian e-commerce marketplace leveraging artificial intelligence to enhance platform performance and mitigate risk. Their core AI product focuses on machine learning models for search ranking, product recommendations, and real-time fraud prevention within their platform. Bukalapak specifically targets Indonesia’s significant small and medium-sized business (SMB) sector by providing AI-powered tools to improve their online sales and operational security.

VNG Corporation

Ho Chi Minh City, Vietnam

VNG Corporation is a Vietnamese technology company building a diversified digital ecosystem encompassing gaming, social messaging, and financial services. Their core AI applications focus on personalization and optimization within these platforms, notably powering game AI in their mobile game portfolio (VNGGames) and driving user engagement within Zalo, Vietnam’s leading messaging app. VNG primarily serves the Vietnamese market, leveraging AI to enhance user experience and drive growth across its integrated services, including the ZaloPay digital payment platform.

Flash Group

Bangkok, Thailand

Flash Group is a Thailand-based logistics provider specializing in last-mile delivery services. While initially focused on traditional logistics, the company now leverages AI-powered solutions to optimize delivery routes, predict demand, and enhance overall operational efficiency. Their primary target market is e-commerce businesses and retailers requiring reliable and data-driven delivery solutions within Thailand and potentially expanding regionally.

Carsome

Kuala Lumpur, Malaysia

Carsome is a Malaysian online platform for buying and selling used cars, leveraging AI to provide a streamlined transaction process. Their core technology is an AI-powered car inspection system that assesses vehicle condition and determines fair market value. Targeting individual car sellers and buyers across Malaysia, Carsome differentiates itself by offering a data-driven, transparent, and convenient alternative to traditional used car dealerships.

Movile

Campinas, Brazil

Movile operates a digital marketplace focused on the Counter-Strike 2 (CS2) “skin” economy – virtual cosmetic items for in-game weapons. Their platform facilitates the trade of these skins, offering features like rapid payments, transparent drop systems, and 24/7 support to build trust within the CS2 community. Movile targets players and collectors of CS2 skins, providing a secure and incentivized environment for buying, selling, and trading virtual assets.

DocPlanner

Warsaw, Poland

DocPlanner operates a healthcare marketplace connecting patients with physicians across 14 countries, primarily in Latin America and Europe. Their core offering leverages AI-powered search and matching algorithms to facilitate online appointment booking and optimize physician discovery based on specialty and location. DocPlanner targets both patients seeking convenient access to care and doctors aiming to enhance practice management and online visibility, ultimately striving to scale access to healthcare services globally.

Rokt

New York, United States

Rokt is a performance marketing company that leverages AI-powered recommendation engines to optimize the e-commerce transaction moment. Their platform integrates into payment flows to present relevant, third-party offers and upsells, effectively turning a cost center into a revenue stream for merchants. Rokt targets online retailers and e-commerce businesses seeking to increase revenue per transaction and acquire customers through a performance-based marketing channel.

Flutterwave AI

Lagos, Nigeria

Flutterwave AI is a Nigerian fintech company providing a comprehensive payment infrastructure for businesses and individuals across emerging markets, particularly in Africa. Their core offering leverages AI-powered fraud detection and optimization algorithms integrated within a platform supporting online checkout, international transfers, and financial product development. Flutterwave targets a broad market including enterprises, startups, and small businesses seeking to facilitate and secure payment processing for domestic and global transactions.

Spring Health

New York, United States

Spring Health is a U.S.-based healthcare company that provides comprehensive mental healthcare solutions to employers and organizations. Their core offering utilizes a proprietary AI-powered platform to rapidly match individuals with the most appropriate mental health professionals and care pathways. By leveraging data-driven insights and a “Continuous Care” model, Spring Health aims to improve clinical outcomes while demonstrating a measurable return on investment for client organizations through reduced healthcare costs.

Clip

Mexico City, Mexico

Clip is a Mexican fintech company providing point-of-sale (POS) payment solutions specifically for small and medium-sized businesses (SMBs). Their core offering is a suite of contactless card readers and a streamlined payment processing platform, enabling merchants to accept digital payments without long-term contracts or hidden fees. Clip differentiates itself by focusing on accessibility and affordability for a traditionally underserved market within Mexico, offering features like unlimited data plans bundled with their hardware.

Tiki Vietnam

Ho Chi Minh City, Vietnam

Tiki is a leading Vietnamese e-commerce platform operating a marketplace and integrated logistics network. The company leverages AI-powered recommendation engines to personalize the shopping experience and optimize its supply chain for faster, more efficient delivery. Tiki primarily targets Vietnamese consumers seeking a broad product selection, competitive pricing, and reliable fulfillment within the country.

Epidemic Sound

Stockholm, Sweden

Epidemic Sound is a Swedish provider of royalty-free music and sound effects for content creators. Their platform utilizes AI-powered search and recommendation algorithms to facilitate efficient content matching and discovery within a vast library of audio assets. Targeting video creators, marketers, and podcasters, Epidemic Sound offers a subscription-based licensing model providing unrestricted usage rights for their audio content globally.

Betterment

New York, United States

Betterment is a U.S.-based fintech company offering automated investment platforms and financial planning tools. Their core offering utilizes algorithms to construct and manage diversified investment portfolios, primarily composed of low-cost ETFs, tailored to individual risk tolerance and financial goals. Betterment targets retail investors seeking accessible, low-fee investment solutions and provides both robo-advisory services and a self-directed trading platform with tax-optimized features.

Handshake

San Francisco, United States

Handshake operates a career platform connecting employers with college and early-career job seekers. Their platform utilizes AI-powered matching algorithms to personalize job recommendations for students and identify qualified candidates for recruiters. Targeting Generation Z, Handshake differentiates itself as the leading network focused exclusively on early talent acquisition and career development.

OpenSea

New York, United States

OpenSea operates a leading non-fungible token (NFT) marketplace facilitating the buying, selling, and creation of digital assets. The company leverages AI-powered tools for NFT discovery, enhancing user experience and surfacing relevant items, alongside fraud detection systems to mitigate risk within the marketplace. OpenSea targets collectors, creators, and investors participating in the Web3 ecosystem, providing a platform for onchain digital asset exchange.

6sense

San Francisco, United States

Here's a company description for 6sense, based on the provided information: 6sense is a US-based provider of a B2B revenue intelligence platform that leverages AI to predict which accounts are most likely to purchase. Their core technology analyzes first-party data and a comprehensive intent data set to identify accounts showing active buying signals, prioritizing sales and marketing efforts. This enables enterprise B2B organizations to focus resources on opportunities with the highest probability of close, improving pipeline coverage and revenue predictability.

Patreon

San Francisco, United States

Patreon is a membership platform enabling creators to monetize their work through direct subscriptions from fans. The company leverages AI-powered recommendation systems to enhance content discovery and personalize the experience for both creators and patrons, driving subscriber engagement and revenue. Primarily serving independent content creators across various media – including video, audio, and writing – Patreon offers an alternative to ad-driven revenue models by fostering direct relationships with dedicated fan communities.

Bloomreach

Mountain View, United States

Bloomreach provides a commerce experience cloud leveraging its Loomi AI to deliver real-time personalization across 13+ digital channels. Their core technology utilizes generative AI and predictive algorithms to understand customer intent, optimize search results, and automate personalized marketing campaigns. Bloomreach targets e-commerce businesses seeking to increase revenue per visit, improve conversion rates, and enhance customer loyalty through AI-driven personalization at scale.

Voi Technology

Stockholm, Sweden

Here's a company description for Voi Technology, based on the provided information: Voi Technology is a micromobility operator deploying shared electric scooters in cities across Europe. The company leverages proprietary AI algorithms for real-time fleet rebalancing, predicting demand based on hyperlocal data, and optimizing scooter placement to maximize utilization and minimize operational costs. This data-driven approach enables Voi to offer a more reliable and efficient shared scooter service for urban commuters and reduce congestion.

Flash Express is a leading logistics provider in Thailand specializing in last-mile parcel delivery for e-commerce businesses and individual customers. The company utilizes AI-powered route optimization and predictive analytics to enhance delivery speed and efficiency across its network. By focusing on technological innovation, Flash Express aims to provide a cost-effective and reliable delivery solution within the rapidly growing Thai e-commerce market.

Tala

Santa Monica, United States

Tala provides mobile-based financial services to individuals in emerging markets, focusing on those traditionally excluded from traditional banking systems. Their core technology is an AI-powered credit scoring engine that utilizes smartphone data to assess creditworthiness and facilitate loan disbursement. This allows Tala to offer accessible credit and financial tools to a largely unbanked population, bridging the gap between digital and cash economies.

Tekion

Pleasanton, United States

Tekion provides a unified cloud-based platform for automotive dealerships, integrating dealership management systems (DMS), CRM, and digital retail tools. Their core technology utilizes machine learning to personalize the customer experience, drive sales through upselling and cross-selling, and optimize dealership efficiency. Tekion targets automotive retailers seeking to improve profitability and customer loyalty through data-driven insights and streamlined omnichannel operations.

Branch

San Francisco, United States

Branch is a fintech company providing accessible digital financial services to emerging markets, primarily in Africa and India. Their core product is a mobile-first platform leveraging machine learning for credit scoring and risk assessment, enabling instant loan disbursement and a suite of banking products – including savings, investments, and payments – directly through smartphones. Branch targets the underbanked and unbanked populations, offering a fully digital alternative to traditional financial institutions and expanding financial inclusion.

MoneyLion

Kuala Lumpur, Malaysia

MoneyLion is a Malaysian fintech company offering a mobile-first platform for personal financial management. Their core offering utilizes AI-powered credit building and automated savings tools to improve users’ financial health. Targeting digitally-native consumers, MoneyLion differentiates itself by integrating access to credit, investment opportunities, and financial literacy resources within a single application.

Tamara

Riyadh, Saudi Arabia

Tamara is a Saudi Arabian fintech company providing buy-now-pay-later (BNPL) services to consumers and merchants. Their core product utilizes a proprietary credit risk assessment model to offer installment payment plans – up to 24 months – without charging late fees. Tamara differentiates itself by focusing on Shariah-compliant financial solutions within the rapidly growing e-commerce market of the Middle East.

InMobi

Bengaluru, India

InMobi is a global advertising technology company specializing in AI-powered mobile advertising and marketing solutions. Their core product is a platform leveraging artificial intelligence to deliver targeted advertising and enhance user experiences on mobile devices. InMobi primarily serves advertisers and publishers seeking to improve campaign performance and drive growth within the mobile ecosystem.

Globality

Menlo Park, United States

Globality is a US-based provider of an AI-powered platform for autonomous sourcing and procurement. Their technology utilizes AI to automate the creation of requirements, supplier identification, and negotiation insights, covering both large contracts and smaller, often overlooked, expenditures. Globality targets large enterprises seeking guaranteed cost savings and improved efficiency in their procurement processes, offering a performance-based financial guarantee on delivered results.

Wayflyer

Dublin, Ireland

Wayflyer is a fintech company providing working capital to e-commerce businesses, including direct-to-consumer, Amazon, and wholesale brands. They utilize proprietary AI algorithms to rapidly assess a business’s growth potential and provide funding ranging from $5,000 to $20 million within 24 hours, without requiring personal guarantees or spend restrictions. This allows businesses to quickly access capital based on performance data rather than traditional credit assessments.

o9 Solutions

Dallas, United States

Here's a compelling 2-3 sentence description of o9 Solutions, based on the provided information: o9 Solutions is a provider of an AI-powered platform focused on integrated business planning and analytics. Their platform, leveraging machine learning and statistical modeling, enables enterprises to forecast demand, optimize supply chains, and manage integrated business planning processes. o9 Solutions primarily targets large, multinational corporations seeking to improve forecast accuracy and resilience across their end-to-end supply chain and planning operations.

Go1

Brisbane, Australia

Go1 is an EdTech company that provides a corporate learning platform aggregating content from over 250 providers. Utilizing AI-powered personalization, Go1 delivers relevant training directly within existing HR infrastructure to improve employee skill development and compliance. Their value proposition centers on simplifying Learning & Development by offering a single subscription for comprehensive, readily accessible training resources, demonstrably increasing course completion rates and reducing compliance risk for organizations.

Mixpanel

San Francisco, United States

Mixpanel is a product analytics platform that helps businesses understand user behavior across their web and mobile applications. Their core offering utilizes event tracking and AI-powered insights to identify key user trends and patterns, moving beyond simple descriptive analytics. Mixpanel primarily serves product managers, marketing teams, and data analysts seeking to optimize user experiences and drive growth through data-informed decision-making.

Recharge

Santa Monica, United States

Recharge provides a comprehensive subscription management platform for e-commerce businesses, primarily those utilizing the Shopify ecosystem where they power 71% of all subscriptions. Their technology focuses on recurring billing, subscriber analytics, and tools designed to maximize customer lifetime value through optimized retention strategies. Recharge targets high-volume brands seeking scalable subscription solutions and dedicated support to manage and expand their recurring revenue streams.

Blueground

Athens, Greece

Blueground is a PropTech company that provides fully-furnished apartments for mid-to-long-term monthly rentals in global urban centers. They leverage AI-driven dynamic pricing to optimize rental rates across their portfolio of tens of thousands of properties. Blueground targets digital nomads, corporate travelers, and individuals seeking flexible housing solutions, offering a streamlined booking and management experience through their platform and guest app.

Optimizely

San Francisco, United States

Optimizely provides a digital experience platform enabling businesses to rapidly create, test, and optimize website and application content. Their core technology leverages AI-powered experimentation – including A/B testing and personalization – to improve key metrics like conversion rates and customer engagement. Optimizely primarily targets marketing and digital teams within enterprise organizations seeking data-driven methods to enhance customer experiences and demonstrate ROI from digital initiatives.

SmartNews

Tokyo, Japan

SmartNews is a global news discovery platform that utilizes machine learning algorithms to deliver personalized news feeds from a network of over 200 local and national publishers. Their core technology focuses on natural language processing and user behavior analysis to surface relevant and trending articles. Targeting a broad audience of news consumers, SmartNews differentiates itself by prioritizing local news coverage and providing a fast, data-efficient reading experience.

Pattern

Lehi, United States

Pattern is a US-based ecommerce accelerator specializing in scaling brands across 60+ global marketplaces and D2C channels. They leverage a proprietary platform powered by AI analysis of over 46 trillion data points to optimize product listings, manage logistics, and drive customer acquisition. Pattern primarily serves established brands seeking to expand their international reach and increase sales volume through data-driven ecommerce solutions, offering a full-service partnership encompassing software, fulfillment, and regulatory compliance.

M-KOPA

Nairobi, Kenya

M-KOPA provides financing for smartphones and other essential assets to underbanked consumers in Africa. Utilizing machine learning to assess creditworthiness and manage risk, they offer pay-as-you-go financing plans linked to daily micro-payments. This model expands financial inclusion by enabling access to technology and services for customers traditionally excluded from conventional lending.

Wealthfront

Palo Alto, United States

Wealthfront is a U.S.-based fintech company providing automated investment management and financial planning services. Their core offering utilizes algorithms to construct and manage diversified investment portfolios of ETFs, alongside a high-yield cash account currently offering a competitive APY. Wealthfront targets individual investors seeking a low-cost, hands-off approach to wealth building and cash management, particularly those comfortable with digitally-delivered financial services.

Viva Wallet

Athens, Greece

Viva Wallet is a European fintech company providing a comprehensive, all-in-one platform for payments, banking, and business solutions, primarily targeting small and medium-sized businesses. Their core technology centers on a proprietary omnichannel payments platform, including innovative “Tap on Any Device” and device-free payment capabilities. By streamlining both payment acceptance and banking services, Viva Wallet offers a digitally native alternative to traditional financial institutions, enabling rapid business onboarding and scalability across Europe.

Outbrain

Netanya, Israel

Outbrain is an advertising technology company specializing in native advertising and content recommendation solutions for the open web. Their core product, Outbrain Direct Response, leverages predictive AI to optimize campaign performance for affiliates and search buyers, delivering increased ROI through enhanced targeting and contextual insights. Outbrain differentiates itself by focusing on performance marketing strategies and delivering measurable results – including reported gains of +35% in key metrics – for clients seeking to monetize content and expand reach.

Knewton

New York, United States

Knewton develops Knewton Alta, adaptive courseware utilized in higher education and focused on introductory college courses like math and statistics. Alta leverages continuous proficiency assessment to deliver personalized learning paths, providing students with targeted practice and remediation based on individual performance. This technology aims to lower the cost of course materials while improving student outcomes through data-driven insights for instructors and accessible, adaptive content.

Swvl

Cairo, Egypt

Swvl is an Egypt-based mobility company providing end-to-end transportation solutions for businesses and individuals. They leverage AI-powered route optimization and fleet management technology to deliver efficient and reliable shared commuting services, including corporate shuttles and school transportation. Swvl targets organizations seeking to improve employee commutes and logistics providers aiming to optimize transit operations within densely populated urban environments.

Tiendanube

Buenos Aires, Argentina

Tiendanube is a leading e-commerce platform serving small and medium-sized businesses (SMBs) throughout Latin America, particularly in Argentina. While offering a full suite of e-commerce tools – including payment processing, shipping integrations, and marketing automation – Tiendanube leverages AI-powered features like automated WhatsApp customer service and personalized email marketing to enhance customer engagement and drive sales. This integrated approach provides SMBs with an accessible, all-in-one solution to establish and scale their online retail operations.

Twiga Foods

Nairobi, Kenya

Twiga Foods is a Kenyan technology company focused on modernizing food distribution across Africa. They leverage AI-powered demand forecasting to optimize their supply chain, connecting farmers and vendors directly to over 140,000 small retailers. This platform aims to reduce post-harvest loss and improve access to affordable, quality produce for both retailers and consumers within the fragmented African market.

Kiwi.com

Brno, Czech Republic

Kiwi.com is a travel technology company specializing in flight search and booking. Their core technology utilizes AI-powered algorithms to identify and combine flights from airlines and low-cost carriers, often creating unique travel routes not found on traditional platforms. Targeting budget-conscious travelers, Kiwi.com offers optimized itineraries and “Disruption protection” services to mitigate travel complications.

Flipdish

Dublin, Ireland

Flipdish is an all-in-one restaurant point-of-sale (POS) and online ordering platform designed to help restaurants move away from third-party marketplaces. Their core technology leverages AI-powered forecasting and personalization – including automated marketing, intelligent add-on suggestions, and AI phone agents – to increase order value, optimize operations, and build customer loyalty. Flipdish targets restaurants seeking to directly manage their online presence, customer data, and ordering experience while reducing costs and maximizing profitability.

Capillary Technologies

Bengaluru, India

Here's a company description for Capillary Technologies, based on the provided information and aiming for factual, specific, and professional language: Capillary Technologies is an India-based company offering a unified retail customer engagement platform. Their core technology centers on AI-powered customer data analysis to deliver personalized loyalty programs, automated marketing campaigns, and improved customer service. Capillary primarily serves mid-to-large scale retailers and consumer brands seeking to enhance customer retention and drive revenue through data-driven personalization.

NextRoll

San Francisco, United States

NextRoll provides a data-driven marketing technology platform for B2B and B2C businesses, operating through its distinct business units, RollWorks and AdRoll. The company leverages machine learning and integrated data to deliver targeted advertising and account-based marketing solutions. NextRoll serves a broad range of customers, from small businesses to enterprise-level organizations, seeking to improve customer acquisition and marketing ROI.

Zilliz

Redwood City, United States

Zilliz provides a fully-managed cloud service, Zilliz Cloud, built on Milvus, their open-source vector database. The platform enables billion-scale vector similarity search with high throughput and low latency, offering a scalable alternative to self-managed deployments. Zilliz targets enterprise users requiring robust and performant vector search for AI applications like recommendation systems, image recognition, and natural language processing, with a focus on minimizing operational overhead and maximizing uptime.

Plum Fintech

Athens, Greece

Plum Fintech is a Greek fintech company that utilizes AI-powered automation to help users save and invest small amounts of money regularly. Their core product, “Savings Pockets,” leverages algorithms to analyze user spending and automatically set aside funds into both accessible savings and diversified investment portfolios, facilitated through a partnership with Investec Bank Plc. Plum targets individuals seeking a hands-off approach to personal finance, simplifying savings and investment without requiring active management or large initial deposits.

Workable

Athens, Greece

Workable is a Greece-based HR software company providing an all-in-one platform for talent acquisition and management. Their core product is an AI-powered applicant tracking system (ATS) that leverages a database of over 400 million profiles to identify and engage passive candidates, automate outreach, and streamline the hiring process. Workable targets companies of all sizes, particularly those seeking to expand their reach through integrations with major job boards like Indeed and LinkedIn, and standardize their hiring practices with data-driven assessments.

Glints

Singapore, Singapore

Glints is a Singapore-based HR tech company that provides a talent sourcing and recruitment platform focused on Southeast Asia. Their core offering, TalentHub, utilizes AI-powered matching to connect employers with a large regional database of candidates, streamlining the hiring process from sourcing to onboarding. Glints primarily serves businesses seeking to efficiently scale their teams across the rapidly growing Southeast Asian market.

Locus

Bangalore, India

Locus is an Indian logistics technology company that provides an end-to-end platform for enterprises to optimize their order-to-delivery operations. Their core offering utilizes AI-powered route optimization and automation software to manage both captive and outsourced fleets, integrating with existing TMS, OMS, WMS, and ERP systems via API. Locus primarily serves large retailers, CPG/FMCG manufacturers, and multi-brand businesses seeking to reduce logistics costs and improve delivery efficiency across diverse fulfillment models.

Constructor

San Francisco, United States

Constructor is a US-based AI company providing e-commerce product discovery and search solutions. Their platform leverages natural language processing and machine learning to analyze shopper behavior and catalog data, delivering personalized and conversion-optimized results across site search, browse, and recommendations. Constructor targets enterprise e-commerce businesses seeking to improve key performance indicators like revenue and conversion rates through AI-driven personalization.

Cellulant

Nairobi, Kenya

Cellulant is a pan-African fintech company that simplifies digital payments for businesses. Their core product, Tingg, is an AI-driven platform that unifies diverse payment methods – including mobile money, cards, and bank transfers – into a single integration for merchants. This enables businesses operating across multiple African markets to reliably and efficiently accept payments from customers regardless of their preferred method, reducing payment friction and expanding market reach.

Fintual

Santiago, Chile

Fintual is a Chilean WealthTech company operating a robo-advisor platform for retail investors in Latin America. The platform provides access to diversified investment portfolios including funds, ETFs, and individual stocks, with a focus on goal-based savings and leveraging government incentive programs. Fintual differentiates itself through commission-free investing and a low-minimum investment threshold, targeting a broad base of users previously underserved by traditional investment options.

Jina AI

Berlin, Germany

Jina AI develops open-source neural search infrastructure enabling developers to build AI-powered search and retrieval systems. Their core technology centers on high-performance embeddings, rerankers, and web reading capabilities for both text and multimodal data. Jina AI targets organizations requiring advanced search functionality across diverse data types and languages, offering a scalable foundation for applications like knowledge discovery and content understanding.

Lori Systems

Nairobi, Kenya

Lori Systems is a Kenyan logistics technology company that operates a digital freight marketplace connecting shippers and transporters across Africa. Their platform utilizes algorithms to optimize matching, route planning, and rate negotiation, focusing on reducing per-kilometer transportation costs. Lori Systems primarily serves businesses requiring regional freight services within and across African borders, offering increased transparency and reliability in a historically fragmented market.

Cornershop (Uber)

Santiago, Chile

Cornershop, a subsidiary of Uber, operates a same-day delivery platform specializing in grocery and specialty retail. Their core technology utilizes AI-powered route optimization and personal shopper assignment to fulfill orders from a network of local stores. Targeting consumers seeking convenient grocery and retail delivery, Cornershop differentiates itself through its personal shopper model and focus on supporting local businesses within Chile and select North American markets.

Tinyclues

Paris, France

Tinyclues, now operating as Splio, is a SaaS CRM marketing platform specifically for the retail and e-commerce sectors. Their core technology utilizes predictive AI to analyze customer data, enabling retailers to personalize marketing campaigns and optimize customer engagement. Splio differentiates itself by offering a unified platform encompassing CRM functionality, loyalty programs, and AI-driven prediction to improve revenue and customer retention.

Sarwa

Dubai, United Arab Emirates

Sarwa is a UAE-based fintech company providing automated investment management and financial tools to retail investors in the MENA region. Their core offering is a robo-advisor platform utilizing algorithms to build and manage diversified investment portfolios, alongside high-yield savings accounts and real-time trading capabilities. Sarwa differentiates itself by offering a comprehensive, low-cost financial platform specifically tailored to the needs of investors in the Middle East, and was among the first to graduate from Dubai’s regulatory sandbox.

Kumu

Manila, Philippines

Kumu operates the leading live streaming and social commerce platform in the Philippines, connecting the global Filipino diaspora and local communities. The company utilizes AI-powered content moderation and recommendation algorithms to foster a safe and engaging environment for both creators and viewers. Kumu differentiates itself by focusing exclusively on Filipino culture and providing a platform for authentic connections within the Pinoy community.

Peak Games

Istanbul, Turkey

Peak Games is a Turkish mobile game developer reaching 40 million monthly active users. The company leverages a proprietary cloud platform and data-driven insights to optimize player engagement and game experiences across its portfolio. Peak Games focuses on live operations and continuous improvement of existing titles, rather than new game development, to maximize long-term player retention and monetization.

Unbxd

Bengaluru, India

Unbxd is an e-commerce technology company specializing in AI-powered solutions for site search, merchandising, and personalization. Their platform leverages natural language processing and machine learning to deliver intent-based search results, automated product tagging, and personalized recommendations designed to increase conversion rates. Unbxd targets online retailers seeking to improve product discovery and customer experience without requiring significant in-house AI development resources.

Lingvist

Tallinn, Estonia

Lingvist is an Estonian EdTech company that delivers personalized language learning through a web and mobile platform. Its core technology is a spaced repetition system (SRS) algorithm that adapts to individual user progress and prioritizes the most frequently used vocabulary for over 50 languages. Lingvist targets both individual language learners and organizations seeking to provide employees with customizable, industry-specific language training.

Kavout

Seattle, United States

Kavout is a U.S.-based fintech company that provides AI-powered investment research tools and trading signals. Their platform utilizes a suite of proprietary AI “agents” – including InvestGPT and a Smart Money Tracker – to analyze over 11,000 stocks, ETFs, and crypto assets. Kavout targets retail and potentially institutional investors seeking data-driven insights and automated analysis to inform investment decisions.

Qdrant

Berlin, Germany

Qdrant provides a high-performance, open-source vector database and search engine built in Rust. Their technology efficiently stores and searches high-dimensional vector embeddings, enabling fast similarity matching for applications like recommendation systems and Retrieval-Augmented Generation (RAG). Qdrant targets developers building AI-powered applications requiring scalable and reliable vector search, offering both self-hosted and managed cloud deployment options.

Liwwa

Amman, Jordan

Liwwa is a Jordanian fintech company providing unsecured loans to small and medium-sized enterprises (SMEs) in the MENA region. They utilize proprietary AI-powered credit scoring models to assess risk and streamline the loan underwriting process for businesses seeking financing between 7,000 and 100,000 JOD. This allows Liwwa to offer accessible capital to SMEs traditionally underserved by conventional lending institutions due to a lack of collateral.

ByteDance AI Lab

Beijing, China

ByteDance AI Lab focuses on developing core AI technologies powering the TikTok platform and beyond, including the recommendation engine “People You May Know” and computer vision models for content moderation and effects like green screen. Their key innovations lie in large-scale reinforcement learning for personalized recommendations, and they are a leading developer of Chinese Large Language Models, including the series known as “Qwen,” released as open-source models. With over 300 research papers published in top AI conferences, ByteDance AI Lab is a significant contributor to advancements in areas like text-to-image generation and video understanding.

Grab AI

Singapore, Singapore

Grab is a leading “superapp” operating across Southeast Asia, offering ride-hailing, food and package delivery, and financial services. The company leverages AI-powered algorithms for dynamic route optimization, demand prediction, and fraud detection to enhance efficiency and reliability across its services. Targeting a broad consumer base and increasingly small businesses, Grab provides a unified platform for essential daily needs within a rapidly growing digital economy.

GoTo AI

Jakarta, Indonesia

GoTo AI is a technology company operating primarily in Indonesia, applying artificial intelligence to integrate and optimize its on-demand ride-hailing, e-commerce, and financial services. Their core offering leverages AI-powered platforms to address financial inclusion, specifically targeting the underbanked and financially underserved population within Southeast Asia. This integrated approach aims to deliver accessible digital services and drive economic advancement across the region.

Dynamic Yield

New York, United States

Dynamic Yield, a Mastercard company, delivers a personalization platform for optimizing digital customer experiences. Their core technology utilizes machine learning to analyze user behavior and automatically deliver individualized content, offers, and recommendations across websites, apps, and email. Primarily targeting enterprise-level e-commerce and retail businesses, Dynamic Yield aims to increase conversion rates and revenue through data-driven personalization at scale.

KAYAK

Stamford, United States

KAYAK is a metasearch engine that aggregates travel data from hundreds of websites to provide comprehensive flight, hotel, and car rental options. Their core technology utilizes price prediction algorithms and user-defined alerts to forecast price fluctuations and identify optimal booking times. Targeting cost-conscious travelers, KAYAK delivers a single platform for comparison shopping and itinerary management, eliminating the need to manually check multiple sources.

Brightcove

Boston, United States

Brightcove provides a comprehensive video hosting and streaming platform for enterprise and media organizations. Their platform leverages AI-powered analytics and recommendation engines to optimize video engagement and monetization. Brightcove differentiates itself by offering a secure, scalable solution designed to replicate the user experience of major streaming services for internal and external video initiatives.

Entegra

Greenwood Village, United States

Entegra is a U.S.-based procurement services provider specializing in cost optimization and supply chain management for the food service and hospitality industries. They leverage a data-driven platform to provide clients with savings on food and supplies, alongside tools for order management and contract compliance across a network of 2,500+ suppliers. Entegra targets hospitality businesses seeking to improve operational efficiency and reduce costs through data-backed procurement strategies and market insights.

FuboTV

New York, United States

FuboTV is a streaming platform focused on live sports, news, and entertainment. They leverage machine learning algorithms to personalize content recommendations and optimize video delivery, enhancing user engagement and retention. Targeting sports fans and cord-cutters, FuboTV differentiates itself through AI-driven discovery features within a comprehensive live TV package.

Grubhub

Chicago, United States

Grubhub operates a leading online food ordering and delivery marketplace in the United States. The company leverages machine learning algorithms for demand forecasting to optimize delivery logistics and personalize restaurant recommendations for its user base. This technology aims to reduce delivery times and improve customer satisfaction within the competitive food delivery sector.

Hippo Insurance

Palo Alto, United States

Hippo Insurance is a US-based insurtech company that provides a digital platform for homeowners insurance comparison and procurement. Leveraging AI-powered risk assessment, Hippo analyzes property data to deliver tailored quotes from over 70 carriers, including options beyond its own policies. This approach targets homeowners seeking competitive rates and efficient coverage discovery, differentiating Hippo as a neutral comparison engine within the home insurance market.

Lyft

San Francisco, United States

Lyft is a transportation network company operating a mobile app-based platform for ride-hailing and delivery services in the United States. The company leverages machine learning algorithms for real-time ride matching, demand forecasting, and dynamic pricing to optimize efficiency and availability. Lyft primarily serves individual passengers seeking on-demand or scheduled transportation, while also offering flexible earning opportunities for drivers and a premium subscription service for frequent riders.

Mercari

Tokyo, Japan

Mercari operates a large-scale, mobile-first marketplace primarily in Japan, facilitating peer-to-peer resale of a wide variety of goods. The company leverages computer vision AI for automated product categorization and image-based search, alongside machine learning models for dynamic pricing recommendations and fraud prevention. This technology streamlines the listing process for sellers and enhances trust and efficiency for buyers within the secondhand market.

Opendoor

San Francisco, United States

Opendoor is a U.S.-based real estate company that directly purchases homes from sellers using an automated valuation model (AVM) powered by machine learning. This “iBuying” process provides homeowners with a quick, all-cash offer and allows them to bypass traditional listing and showing processes, targeting sellers prioritizing speed and convenience over potentially maximizing sale price. Opendoor generates revenue through reselling the purchased properties, functioning as a real estate intermediary leveraging AI to streamline transactions.

Parse.ly

New York, United States

Parse.ly provides content analytics and data pipeline infrastructure specifically for digital media companies and marketers. Their platform utilizes real-time event-level data processing to deliver an accessible dashboard and API for content performance insights and personalized content recommendations. By simplifying data access and analysis, Parse.ly enables editorial and marketing teams to optimize content strategy and demonstrate ROI without requiring specialized data science expertise.

PayPal AI

San Jose, United States

PayPal AI develops and deploys machine learning models to enhance the security and efficiency of PayPal’s digital payment platform. Their core technology focuses on real-time fraud detection and risk management, alongside a loyalty program, PayPal+, that utilizes AI to personalize rewards and optimize user engagement. Targeting both individual consumers and merchant businesses, PayPal AI reduces financial losses from fraudulent transactions and increases customer retention through data-driven personalization.

Pinterest AI

San Francisco, United States

Pinterest AI develops and deploys computer vision and recommendation algorithms to enhance visual discovery within its platform. Their technology powers features like visual search, personalized feed ranking, and related pin suggestions, enabling users to find inspiring ideas across various lifestyle categories. Targeting users seeking inspiration and planning for life events, Pinterest leverages AI to connect them with relevant visual content and products.

Postmates

San Francisco, United States

Postmates is a U.S.-based on-demand delivery platform connecting customers with a wide range of merchants, including restaurants, grocery stores, and retailers. The company leverages AI-powered logistics and demand prediction algorithms to optimize delivery routes and manage a large fleet of independent contractors. Postmates differentiates itself through broad inventory access and rapid, localized delivery, serving consumers seeking convenience across multiple product categories.

Reddit

San Francisco, United States

Reddit operates a large-scale online discussion platform comprised of user-created communities. The company leverages AI, particularly natural language processing and machine learning, to moderate content, personalize recommendations, and enhance community safety across its platform. Reddit’s unique value proposition lies in fostering highly engaged, niche communities and providing real-time insights into public opinion and emerging trends, making it a key data source for understanding diverse interests and viewpoints.

Root Insurance

Columbus, United States

Root Insurance is a U.S.-based auto insurer leveraging telematics and machine learning to offer usage-based pricing. The company’s core product is a mobile app that analyzes driving behavior – including speed, braking, and time of day – to assess risk and provide personalized insurance quotes. This approach targets demonstrably safe drivers who may qualify for significantly lower premiums compared to traditional, static-rate insurance models.

Scribd

San Francisco, United States

Scribd operates a digital library platform hosting over 300 million documents, including PDFs, research papers, and ebooks. Utilizing AI-powered document processing and recommendation algorithms, Scribd enables users to access and discover specialized knowledge across a broad range of topics. The platform targets researchers, students, and professionals seeking in-depth information not readily available through conventional search engines.

Sonder

San Francisco, United States

Sonder operates a data-driven hospitality company managing a network of furnished apartments and short-term rentals. Their core technology utilizes AI-powered dynamic pricing and inventory management to optimize revenue and occupancy rates across their portfolio. Sonder targets business and leisure travelers seeking consistent quality and design in urban locations, offering a technologically-enhanced alternative to traditional hotels and vacation rentals.

Square AI

San Francisco, United States

Square AI develops and integrates artificial intelligence solutions within the broader Square platform to mitigate payment fraud and provide data-driven business insights. Their core technology focuses on real-time risk assessment for transactions and predictive analytics geared towards optimizing business operations. Targeting small to medium-sized businesses utilizing Square’s point-of-sale and commerce tools, Square AI aims to reduce financial losses and improve decision-making through embedded AI capabilities.

Taboola

New York, United States

Taboola operates a performance advertising platform reaching over 600 million daily active users. Their core technology is PerformanceAI, which utilizes first-party data to optimize ad delivery across a diverse inventory of digital properties, extending beyond traditional search and social channels. Taboola targets advertisers seeking scalable conversions and measurable return on investment outside of conventional advertising ecosystems.

TikTok AI

Beijing, China

TikTok AI develops and deploys machine learning algorithms to personalize content recommendations within the TikTok short-form video platform. Their core technology centers on a deep learning-based recommendation system that analyzes user interactions and video attributes to maximize engagement. Targeting a global user base of over one billion, TikTok AI differentiates itself through highly effective, rapidly adapting algorithms optimized for mobile video consumption.

Toast

Boston, United States

Toast provides a comprehensive point-of-sale (POS) and management platform specifically for the restaurant industry. Their system leverages data analytics and machine learning to optimize operations, including order management, labor scheduling, and payment processing. Toast targets restaurants of all sizes, offering a unified system designed to improve efficiency and enhance the guest experience through data-driven insights.

Uber AI

San Francisco, United States

Uber AI develops and deploys machine learning models to optimize core operational functions within Uber’s ride-hailing and delivery platforms. Their primary technology focuses on real-time matching of riders and drivers, dynamic pricing algorithms, and route optimization for both transportation and delivery services. This allows Uber to efficiently manage a high volume of transactions and provide competitive pricing to riders and drivers across diverse geographic markets.

Yext

New York, United States

Here's a company description for Yext, based on the provided information: Yext is a digital presence management platform specializing in knowledge graph technology to power accurate information across online channels. Their platform enables multi-location brands to control and optimize their brand knowledge for both traditional and AI-powered search, including local listings, reviews, and localized content. Yext targets enterprises needing to maintain a consistent and discoverable brand presence across a fragmented digital landscape, with a focus on improving local search visibility and customer engagement.

Zuora

Redwood City, United States

Zuora provides a cloud-based monetization platform specializing in subscription and usage-based billing and revenue management. Their core product, Zuora Revenue, automates complex billing processes and financial operations, offering a scalable foundation for recurring revenue businesses. Zuora targets companies with subscription or consumption-based models seeking to optimize revenue recognition, reduce billing complexities, and support growth, particularly those requiring robust and auditable financial systems.

Bytedance

Beijing, China

ByteDance is a Chinese technology company developing and operating globally-reaching content platforms, most notably TikTok and Douyin. Their core AI technology centers on recommendation algorithms and machine learning models that personalize content feeds to maximize user engagement. Targeting a broad demographic of content consumers and creators, ByteDance differentiates itself through highly effective AI-driven content discovery and delivery at scale.

Talabat

Dubai, United Arab Emirates

Talabat is a leading quick commerce and food delivery platform operating in the UAE. The company leverages AI-powered logistics and route optimization to facilitate rapid delivery of restaurant meals, groceries, pharmaceuticals, and other goods. Targeting urban consumers seeking convenience and speed, Talabat differentiates itself through a broad product offering and a focus on minimizing delivery times via its technology.

Kurly

Seoul, South Korea

Kurly is a South Korean e-commerce company specializing in the rapid, direct-to-consumer delivery of fresh groceries, beauty products, and lifestyle goods. They leverage AI-powered demand forecasting to optimize inventory and logistics, enabling next-morning delivery across the country. Kurly differentiates itself through a focus on product quality and a streamlined, technology-driven supply chain catering to health-conscious consumers.

Bahrain FinTech Bay

Manama, Bahrain

Bahrain FinTech Bay is a FinTech ecosystem builder operating in the MENA region, specifically focused on fostering innovation within the financial services industry. The company provides incubation, acceleration programs, and collaborative networking opportunities for FinTech startups, connecting them with established financial institutions, venture capital, and governmental bodies. As a subsidiary of BENEFIT Company, Bahrain FinTech Bay serves as a key driver for the development and adoption of new financial technologies within Bahrain and the broader GCC region.