Quhuo Valuation Multiples

Amazon is the leading online retailer and marketplace for third party sellers. Retail related revenue represents approximately 74% of total, followed by Amazon Web Services (17%), and advertising services (9%). International segments constitute 22% of Amazon's total revenue, led by Germany, the United Kingdom, and Japan.

Alibaba is the world's largest online and mobile commerce company as measured by gross merchandise volume. It operates China's online marketplaces, including Taobao (consumer-to-consumer) and Tmall (business-to-consumer). The China retail e-commerce platform is the most valuable cash flow-generating business at Alibaba. Additional revenue sources include China wholesale e-commerce, international retail and wholesale e-commerce, local consumer services, travel services, cloud computing, digital media and entertainment, Cainiao logistics services, and other businesses.

Founded in Germany in 1972 by former IBM employees, SAP is the world’s largest provider of enterprise application software. Known as the leader in enterprise resource planning software, SAP’s portfolio also includes software for supply chain management, procurement, travel and expense management, and customer relationship management, among others. The company operates in more than 180 countries and has more than 400,000 customers, approximately 80% of which are small to medium-size enterprises.

Uber Technologies is a technology provider that matches riders with drivers, hungry people with restaurants and food couriers, and shippers with carriers. The firm's on-demand technology platform is currently utilized by traditional cars as well as autonomous vehicles, but could eventually be used for additional products and services, such as delivery via drones or electronic vehicle take-off and landing (eVTOL) technology. Uber operates in over 70 countries, with over 202 million users who order rides or food at least once a month.

Booking is the world's largest online travel agency by sales, offering booking and payment services for hotel and alternative accommodation rooms, airlines, rental cars, restaurants, cruises, experiences, and other vacation packages. The company operates several branded travel booking sites, including Booking.com, Agoda, OpenTable, Rentalcars.com, Kayak, and Momondo. Transaction fees for online bookings account for the bulk of revenue and profits.

PDD Holdings operates commerce businesses in over 80 countries globally. Its main operations are Pinduoduo, a social commerce platform in China, and Temu, a global e-commerce marketplace. PDD also has a community group purchase business in China. PDD has built a network of sourcing, logistics, and fulfillment capabilities that support its underlying businesses.

Recruit is a holding company for various technology and employment-related businesses. Recruit’s primary business is its HR technology segment, in which it owns two out of three globally scaled employment-related platforms: www.indeed.com, an online marketplace for employment; and www.glassdoor.com, an online review site for employers. Recruit also owns various marketing businesses operating in Japan for life events and lifestyle, a software solutions business for small and medium-size enterprises, or SMEs, in Japan, and various staffing businesses operating throughout the developed world.

Prosus is a consumer internet group with listed and unlisted platforms across 100 countries. Around 80% of Prosus’ net asset value is derived from its Tencent holdings, the world’s largest game publisher and operator of WeChat, China’s super app with 1.3 billion users. Prosus has approximately a 23% stake in Tencent. The rest of the group’s businesses and investments are organized into classifieds, food delivery, payments and fintech, and edtech. This includes ownership of iFood, Brazil’s largest food delivery app, and a 25% stake in Swiggy, the second-largest delivery platform in India.In 2019, Prosus was spun out of South Africa-based parent company Naspers Ltd and listed on the Euronext exchange. Naspers holds approximately 75% of Prosus’ shares.

MercadoLibre runs the largest e-commerce marketplace in Latin America, with about 150 million active users and more than 600 million active listings across 18 countries stitching into its commerce network or fintech solutions when last reported. The company operates a host of complementary businesses to its core online shop, with shipping solutions (Mercado Envios), a payment and financing operation (Mercado Pago and Mercado Credito), advertisements (Mercado Clics), classifieds, and a turnkey e-commerce solution (Mercado Shops) rounding out its arsenal. MercadoLibre generates revenue from final value fees, advertising royalties, payment processing, insertion fees, subscription fees, and interest income from consumer and small-business lending.

Airbnb is the world’s largest online alternative accommodation travel agency; it also offers booking services for boutique hotels, experiences, and hotel-like services. Airbnb’s platform offers over 9 million active accommodation listings. Listings from the company’s 5 million-plus hosts are spread over almost every country in the world. In 2025, 42% of revenue was from North America, 39% from Europe, the Middle East, and Africa, 10% from Latin America, and 9% from Asia-Pacific. Transaction fees for online bookings account for all its revenue.

Founded in 2013 within the confines of the San Francisco application renaissance, DoorDash is an online delivery demand aggregator. Consumers can use its app to order food on demand for delivery or in-store pickup from participating merchants. Following the 2022 acquisition of Wolt, the firm also provides this service in Europe and Asia. DoorDash creates a marketplace for merchants to establish an online presence, market their offerings, and meet demand through delivery. The firm provides similar services to non-restaurant businesses, such as grocery, retail, and pet supplies. DoorDash is also rolling out emerging technologies, such as drone delivery, to continually innovate and deliver the best possible service to both supply-side and demand-side participants in its marketplace.

Meituan is the largest food delivery platform in China, with a 60%-70% share of the market in 2024, according to Morningstar estimates. In the third quarter of 2024, the firm generated 74% of its revenue from the core local commerce segment, which includes on-demand food delivery and retail, in-store services (such as visiting beauty and entertainment stores after purchasing deals on Meituan), and hotel and travel booking. The remaining 26% of revenue came from the new initiatives segment, such as the community group purchase business Meituan Select and the overseas food delivery business.

Sea started as a gaming business, Garena, but in 2015 expanded into e-commerce. Sea operates Southeast Asia's largest e-commerce company, Shopee, in terms of gross merchandise value. Shopee is a hybrid C2C and B2C marketplace platform operating in Indonesia, Taiwan, Vietnam, Thailand, Malaysia, the Philippines, and Brazil. For Garena, Free Fire is the key revenue generating game. Sea’s third business, SeaMoney, provides lending, payment, digital banking, and insurance services.As of March 31, 2025, Forrest Xiaodong Li, the founder, chairman and CEO, owned 59.1% of voting power. Tencent owned 18.5% of issued shares with no voting power.

EBay operates one of the largest e-commerce marketplaces in the world, with $79.6 billion in 2025 gross merchandise volume, rendering the firm a top 10 global e-commerce company. It generates sales from listing fees, advertising, revenue-sharing arrangements with service providers, and managed payments, with its platform connecting about 135 million buyers and roughly 20 million sellers across almost 190 global markets at the end of 2025. EBay generates just north of 50% of its GMV in international markets, with a large presence in the UK, Germany, and Australia.

Carvana Co is an e-commerce platform for buying and selling used cars. The company derives revenue from used vehicle sales, wholesale vehicle sales and other sales and revenues. The other sales and revenues include sales of loans originated and sold in securitization transactions or to financing partners, commissions received on VSCs and sales of GAP waiver coverage. The foundation of the business is retail vehicle unit sales. This drives the majority of the revenue and allows the company to capture additional revenue streams associated with financing, VSCs, auto insurance and GAP waiver coverage, as well as trade-in vehicles.

Rocket Companies is a financial services company that was originally founded as Rock Financial in 1985 and is currently based in Detroit. Rocket Companies offers a wide array of services and products but is best known for its Rocket Mortgage business. The company’s mortgage lending operations are split between its direct-to-consumer lending, which sees borrowers accessing the company’s lending arm directly through either its mobile app or website, and its partner network where mortgage brokers and other firms use Rocket’s origination process to offer loans to their customers. The company has rapidly gained market share in recent years and will also be the largest mortgage servicer in the US following its acquisition of the Mr. Cooper Group.

Paychex is a technology company providing human capital management solutions, enabling clients to better implement payroll, talent, time, tax, and benefits administration. It has a diverse set of product offerings addressing client needs. Aside from its traditional cloud-based payroll and HCM software offering, which accounts for close to half of total revenue, the company provides outsourcing options. Paychex's administrative service organization and professional employer organization accounts generate over 40% of sales. The balance of revenue is generated through retirement services, insurance solutions, and other products. In fiscal 2025, the company had 800,000 clients and almost 2.5 million worksite employees across its ASO and PEO.

Naspers Ltd is an Internet and entertainment group and technology investor in the world. Operating in more than 120 countries and markets with long-term growth potential, Naspers builds companies that empower people and enrich communities. It runs some of the platforms in the internet, video entertainment, and media. Naspers operates in various sectors including online classifieds, food delivery, payments, travel, education, health, and social and internet platforms. People use products and services of companies that Naspers has invested in, acquired, or built, including Azos, PharmEasy, ElasticRun, Alwans, and Vegrow among others. Geographically, the company derives maximum revenue from Europe and the rest from Asia, Africa, Latin America, North America, and other regions.

Workday is a software company that offers human capital management, financial management, and business planning solutions for enterprises. Known for being a cloud-only software provider, Workday was founded in 2005 and is headquartered in Pleasanton, California.

Expedia is the world's second-largest online travel agency by bookings, offering services for lodging (80% of total 2024 sales), air tickets (3%), rental cars, cruises, in-destination, and other (10%), and advertising revenue (7%). Expedia operates a number of branded travel booking sites, but its three core online travel agency brands are Expedia, Hotels.com, and alternative accommodations brand Vrbo. It also has a metasearch brand, Trivago. Transaction fees for online bookings account for the bulk of sales and profits.

Zomato (legal name Eternal Ltd) is an online food service platform. The customers use the platform to search and discover restaurants, read and write customer-generated reviews and view and upload photos, order food delivery, book a table, and make payments while dining out at restaurants. It also provides a platform for Restaurant partners and Brands to advertise themselves to the target audience in India and abroad and supplies high-quality ingredients to Restaurant partners. Its reportable segments include India food ordering and delivery; Hyperpure supplies, Quick commerce business, Going Out, and All other segments. The company generates maximum revenue from the India food ordering and delivery segment.

Trip.com is the largest online travel agent in China and is positioned to benefit from the country's rising demand for higher-margin outbound travel as passport penetration is only 12% in China. The company generated about 79% of sales from accommodation reservations and transportation ticketing in 2024. The rest of revenue comes from package tours and corporate travel. Before the pandemic in 2019, the company generated 25% of revenue from international travel, which is important to its margin expansion. Most of sales come from its domestic platform, but the company is expanding its overseas business. The competes in a crowded OTA industry in China, including Meituan, Alibaba-backed Fliggy, Tongcheng, and Qunar. The company was founded in 1999 and listed on the Nasdaq in December 2003.

Based in Dallas, Copart operates an online salvage vehicle auction with operations in 11 countries across North America, Europe, and the Middle East, facilitating over 4 million transactions annually. The company utilizes its virtual bidding platform, VB3, to connect vehicle sellers with over 750,000 registered buyers around the world. Buyers primarily consist of vehicle dismantlers, rebuilders, individuals and used vehicle retailers. About 80% of Copart’s vehicle volume is supplied by auto insurance companies holding vehicles deemed a total loss. Copart also offers services such as vehicle transportation, storage, title transfer, and salvage value estimation. The company primarily operates on a consignment basis and collects fees based on the vehicle’s final selling price.

Kuaishou Technology is a social media platform where users create, watch, and share short-form videos. Approximately half of the company’s revenue comes from advertising. Additionally, Kuaishou generates revenue through livestreaming, where fans purchase virtual gifts to tip hosts. The platform also features livestreaming e-commerce, enabling users to buy products showcased in videos, with Kuaishou earning a commission on each transaction. Kuaishou’s primary competitors are ByteDance’s Douyin and Tencent’s Video Accounts. Notably, Tencent owns a 16% stake in Kuaishou.

RB Global has evolved into a leading global marketplace that connects buyers and sellers of commercial assets and vehicles. It is the result of the 2023 combination of Ritchie Bros. and IAA. Ritchie Bros.' roots were as an auctioneer facilitating transactions of commercial, construction, and transportation equipment (excavators, bulldozers, forklifts, and commercial trucks and trailers). However, it has evolved into an omnichannel marketplace. IAA has similar roots, though primarily focused on the salvage auction segment for consumer automobiles. The group provides ancillary services including title processing, transportation/towing, financing, data and appraisal, and so on. Its activities are international, though skewing approximately two-thirds to North America.

KE Holdings, or Beike, is a large residential real estate sales and rental brokerage company in China. Founded in 2001, the company operates through self-owned Lianjia stores in Beijing and Shanghai and connected third-party agencies, including franchise brand Deyou in other cities, with commissions charged on existing-home and new-home transactions. Leveraging an online-offline hybrid model, Beike also attract clients through its namesake online marketplace. The company tapped into home renovation services by acquiring Shengdu Home Decoration in 2022. As of the end of 2024, Beike’s co-founders collectively control the company, while Tencent and its affiliates share 8% of voting power.

News Corporation is a diversified media conglomerate with big presence in the US, the UK, and Australia. Key mastheads include The Wall Street Journal, Barron's, New York Post, The Times, The Sun, The Australian, Herald Sun, and The Daily Telegraph. Its 61%-owned REA Group is the dominant property listings platform in Australia. In addition, it owns Harper Collins, one of the largest book publishers in the world, and has a sizable US digital property advertising business, Move. The 65% interest in Foxtel, the Australian pay-TV and streaming provider, was sold in April 2025. The sale to global sports streaming platform, DAZN, was struck at more than 7 times Foxtel's EBITDA.

DiDi Global Inc is a mobility technology platform that provides a range of mobility services as well as other services. It is building four key components of its platform that work together to improve the consumer experience: shared mobility; energy and vehicle services; electric mobility; and autonomous driving. It is a go-to brand in China for shared mobility, providing consumers with a range of safe, affordable, and convenient mobility services, including ride-hailing, taxi-hailing, chauffeur, hitch, and other forms of shared mobility. The company operates in three segments: China Mobility, which mainly includes ride-hailing services to riders, and also acts as an agent by connecting end-users to service providers who provide taxi hailing; International; and Other Initiatives.

REA Group is a technology company operating in the real estate sector. REA Group’s primary business is an online listings platform for residential real estate, www.realestate.com.au, which is the largest residential real estate listings platform in Australia, at around 4 times the size of number two, www.domain.com.au. REA Group is majority-owned by News Corp. REA Group’s other businesses include adjacent markets and services, and investments in online listings platforms in India.

Founded in 2012, Grab provides ride-sharing services, food and grocery delivery, and financial services (payments, consumer loans, and enterprise offerings) in eight Southeast-Asian countries through its mobile platform. The company partners with merchants and riders, connecting them with consumers while charging commission to both sides. Grab has a leading market share in and derives 89% of its revenue from its core businesses, ride-sharing and food delivery. Singapore, Indonesia, and Malaysia contributed more than 70% of revenue in 2024. Grab’s main competitors in Southeast Asia are Line Man and Goto. Its financial services business is still in its nascent stage and provides minimal revenue currently. The company now also generates advertising revenue.

Founded in 2011, Delivery Hero is an online delivery demand aggregator. The company is headquartered in Germany and operates in over 70 countries across Latin America, Asia, Europe, the Middle East, and Africa. Delivery Hero creates a marketplace for merchants to establish an online presence, market their offerings, and meet demand through delivery. Nearly half of Delivery Hero’s revenue is commission fees from merchants. Through its applications, which vary by region, customers can order meals, grocery items, pharmacy products, and retail goods. In addition, Delivery Hero operates Dmarts.

Pinterest is a social media platform with a focus on product and idea discovery. Pinterest users, or pinners, can leverage the platform as they go about gathering ideas on topics such as home improvement, fashion, cooking, and travel. The company has more than 500 million monthly active users, two thirds of whom are female. Pinterest generates revenue by selling digital ads on its platform. While the platform’s user base spans the globe, the vast majority of its revenue stems from ads shown to North American users.

CoStar Group is a leading provider of commercial real estate data and marketplace listing platforms. Its data offering contains in-depth analytical information on over 5 million commercial real estate properties related to various subsectors spanning office, retail, hotels, multifamily, healthcare, industrial, self-storage, and data centers. It operates many well-respected brands such as CoStar Suite, LoopNet, Apartments.com, BizBuySell, and Lands of America, with more than 80% of its revenue classified as subscription-based. The company recently expanded its presence into Canada, the United Kingdom, Spain, and France.

Allegro is a large Polish holding company with a suite of complementary online retail properties including Ceneo (price comparisons), EBilet (live events tickets), We|Do (courier services), and the Mall Group (online and offline retail in adjacent Central European markets). The firm is best known for its eponymous e-commerce marketplace, which generates predominantly third-party product sales across the home and garden, electronics, health and beauty, automotive, and supermarket categories. The operator boasts 45% to 50% share of the Polish e-commerce market by GMV, per our calculations and PWC data, and has built out a suite of ecosystem functionality that includes financial, logistics, and advertising services.

Maplebear (Instacart) is a grocery-focused delivery marketplace that connects national and regional grocers with consumers and couriers, and consumers with their favorite stores. Its app provides on-demand convenience for consumers, allows couriers to earn income, and helps grocers to scale their business through digital channels. The marketplace gathers valuable consumer behavior data, attracting consumer-packaged-goods advertisers that seek to reach consumers at the point of purchase. With approximately 600,000 shoppers and 1,800 retail partners, Instacart delivers to about 98% of households in the United States and Canada.

Match Group Inc is a provider of online dating products. The company's portfolio of brands includes Tinder, Hinge, Match, Meetic, OkCupid, Pairs, Plenty Of Fish, Azar, BLK, and more, each built to increase its user's likelihood of connecting with others. The company has four operating segments: Tinder, Hinge, Evergreen and Emerging, and Match Group Asia. The company generates the majority of its revenue from the Tinder segment.

Meesho Ltd is a technology platform that integrates commerce, logistics, and content creation to support e-commerce activities under the Meesho brand. The Company also provides digital financial services by facilitating financing arrangements between non-banking financial companies and sellers to support access to credit, and it operates a supply-chain service for the delivery of groceries and other products. The Company operates through the Marketplace segment, which is a technology platform connecting consumers, sellers, logistics partners, and content creators, and the New Initiatives segment, which includes a low-cost local logistics network for daily essentials and a digital financial services platform. The majority of the Company's revenue is generated from the Marketplace segment.

Etsy operates a top-10 e-commerce marketplace in the US and the UK, with sizable operations in Germany, France, Australia, and Canada. The firm dominates an interesting niche, connecting buyers and sellers through its online market to exchange vintage and craft goods. With $12.5 billion in 2024 consolidated gross merchandise volume, Etsy has cemented itself as one of the largest players in a quickly growing space, generating revenue from listing fees, commissions on sold items, advertising services, payment processing, and shipping labels. The firm connects about 95 million buyers and 8 million sellers on its marketplace properties: Etsy and Depop (clothing resale).

Info Edge (India) Ltd is engaged in offering services in the areas of recruitment, matrimony, real estate, and education through online portals. The business segments of the company are Recruitment solutions, which generate maximum revenue, 99acres for Real Estate, and Others. The Recruitment Solutions business comprises the www.naukri.com, www.quadrangle.com, www.naukrigulf.com, www.firstnaukri.com, and fast forward candidate services. 99acres.com derives its revenues from property listings, builders, and brokers, branding and visibility through microsites, home page links, and banners, and servicing real estate developers, builders, and brokers. The Others segment comprises Jeevansathi and Shiksha verticals. The group caters to customers located in India and internationally.

Zillow Group Inc is a real estate technology company offering a digital platform that connects real estate customers with sellers, agents, loan officers, and other real estate-related professionals. With its tools and resources, Zillow helps real estate professionals grow their businesses, and for renters and housing providers, it offers a marketplace along with a set of end-to-end products and services to streamline applications, leases, payments, and more. The group operates various brands such as Zillow, Zillow Home Loans, Zillow Rentals, Zillow New Construction, Trulia, StreetEasy, Out East, HotPads, Follow Up Boss, ShowingTime, dotloop, and Zillow Closing. Its ecosystem spans the entire home journey from shopping to renting, buying, selling, and financing real estate.

Swiggy Ltd is a consumer-first technology company offering users an easy to use convenience platform, accessible through a unified app to browse, select, order and pay for food (Food Delivery), grocery and household items (Instamart), and have their orders delivered to their doorstep through on-demand delivery partner network. Its platform can be used to make restaurant reservations (Dineout) and for events bookings (SteppinOut). It has five business segments: Food Delivery, Out of home consumption, Quick commerce. Supply chain and distribution and Platform Innovations. Key revenue is generated from Food delivery business that offer on demand Food Delivery services through a network of restaurant partners and delivery partners, which is available through mobile application and or website.

Talabat Holding PLC is engaged in the on-demand online food ordering, delivery, takeaway and groceries and convenience retail marketplace in the MENA region, with operations in the UAE, Kuwait, Qatar, Bahrain, Egypt, Oman, Jordan, and Iraq.

Founded in 1998, Paycom is a human capital management software-as-a-service provider addressing customer requirements surrounding payroll, talent acquisition, talent management, human resources management, and time and labor. The company primarily generates revenue through the sale of subscriptions providing access to its HCM platform. To a lesser extent, the company also generates revenue from implementation services provided to customers as well as interest income generated from customer funds.

Car Group is a globally diversified group of online marketplaces for auto and nonauto vehicles. The group’s primary business is its Australian online marketplace for automotive, www.carsales.com.au., which is the dominant online automotive marketplace in Australia, at around nine times total time spent compared with its nearest competitor. Car Group also owns and operates businesses in various geographic, category and product adjacencies, including online marketplaces for automotive in South Korea and Latin America, nonautomotive online marketplaces in Australia and the United States, and data businesses.

Founded in 1997, Paylocity is a cloud-based human capital management and payroll platform servicing midmarket customers. The company’s average client size is around 150 employees. Its products help with recruiting and onboarding, payroll, time and labor, human resources, benefits, learning, and performance and compensation workflows. In fiscal 2025, the company generated over $1.5 billion in revenue across more than 41,000 customers.

AUTO1 Group is a digital platform that facilitates the buying and selling of used cars online. It provides a simple and convenient way for both individual customers and professional car dealers across Europe to purchase and sell used cars at transparent prices, without the need for negotiation. AUTO1 Group has two main operating segments: Merchant and Retail. In the Merchant segment, used cars are sold to commercial car dealers through the AUTO1.com brand. The Merchant revenue includes auction fees, logistics services fees, and other charges associated with the provision of vehicles to dealers. The Retail segment focuses on selling used cars to private customers under the Autohero brand. However, the majority of the revenue is generated from the Merchant segment.

Established in 1960 and domiciled in the Netherlands, Randstad is one of only three global recruitment providers, placing over 200,000 permanent candidates and 2 million temporary candidates annually. In addition, the company provides recruitment process outsourcing services, managed services programs, payroll services, outplacement services, and job postings.

Kanzhun's Boss Zhipin job platform connects job seekers and employers. Boss Zhipin is China’s largest online recruitment platform based on monthly active users, or MAU, and was established in 2014. Kanzhun earns revenue by providing services to enterprise customers primarily through its mobile app, which promotes engagement between recruiters and workers and operates on a recommendation basis powered by artificial intelligence. The platform specializes in transportation, logistics, construction, and service-based industries. About 85% of the companies looking to hire are small and medium-size enterprises. Its main competitors are 58.com, 51job, and Zhilian Zhaopin. Tencent has a 9.2% stake in Kanzhun.